OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI.

Jianye Hao https://orcid.org/0000-0002-0422-8235 https://www.wikidata.org/entity/Q130836244

Helong Huang Christopher E. Mower Guowei Huang Sarthak Das Magnus Dierking Guangyuan Luo Kai Tan Xi Chen 0009 Yehai Yang Yingbing Chen Yiming Zeng 0002 Yinchuan Li Zhanpeng Zhang Shuang Wu 0005 Yingxue Zhang 0001 Weichao Qiu Tongtong Cao Mian Qin Sajjad Pakdamansavoji Yuecheng Liu Yuzheng Zhuang Guangjian Tian Jianye Hao Jun Wang 0012 Haitham Bou-Ammar Xingyue Quan OpenPyRo-A1: An Open Python-Based Low-Cost Bimanual Robot for Embodied AI. 746-753 2026 January 11 IEEE Robotics Autom. Lett. 1 https://doi.org/10.1109/LRA.2025.3634886 db/journals/ral/ral11.html#HuangMHDDLTCYCZLZWZQCQP26 streams/journals/ral

Kexing Peng Pengyi Li 0001 Jianye Hao Signaling-Driven Incentive Communication for Enhanced Multiagent Reinforcement Learning in Dynamic Environments. 2026 February 725-738 56 IEEE Trans. Cybern. 2 https://doi.org/10.1109/TCYB.2025.3625137 db/journals/tcyb/tcyb56.html#PengLH26 streams/journals/tcyb

Ge Zhang Mohammad Ali Alomrani Hongjian Gu Jiaming Zhou Yaochen Hu 0001 Bin Wang 0034 Qun Liu 0001 Mark Coates Yingxue Zhang 0001 Jianye Hao Extracting and Following Paths for Robust Relational Reasoning with Large Language Models. 2026 2026 Trans. Mach. Learn. Res. https://openreview.net/forum?id=EbELaNKmZK db/journals/tmlr/tmlr2026.html#ZhangAGZHWLCZH26 streams/journals/tmlr

Yu Li 0022 Lehui Li Zhihao Wu Qingmin Liao Jianye Hao Kun Shao Fengli Xu AgentSwift: Efficient LLM Agent Design via Value-Guided Hierarchical Search. 31843-31851 2026 AAAI https://doi.org/10.1609/aaai.v40i38.40453 conf/aaai/2026 db/conf/aaai/aaai2026.html#LiLWLHSX26 Ziyan Liu Siyuan Xu Jie Wang 0005 Zijie Geng Yeqiu Chen Mingxuan Yuan Jianye Hao Feng Wu 0001 PPA-driven Placement via Adaptive Cluster Constraints Optimization. DATE 2026 1-7 conf/date/2026 https://doi.org/10.23919/DATE69613.2026.11539653 db/conf/date/date2026.html#LiuXWGCYHW26 streams/conf/date Hebin Liang Jianye Hao Jinyi Liu 0002 Yi Ma 0005 Zilin Cao Jing Liang Kun Shao Zhaocheng Du Fei Ni 0001 Yifu Yuan Yan Zheng 0002 AFE-Master: Enhancing LLM-Driven Autonomous Feature Engineering with Domain-Specific Language Parsing and Guided Local Search. 8150-8161 2026 WWW https://doi.org/10.1145/3774904.3792816 conf/www/2026 db/conf/www/www2026.html#LiangHLMCLSDNYZ26

Yu Luo Shuo Han Yihan Hu 0011 Dong Li 0016 Jianye Hao Ratio-Variance Regularized Policy Optimization for Efficient LLM Fine-tuning. 2026 January abs/2601.03320 CoRR https://doi.org/10.48550/arXiv.2601.03320 db/journals/corr/corr2601.html#abs-2601-03320 streams/journals/corr

Qingyue Yang Jie Wang 0005 Xing Li 0023 Yinqi Bai Xialiang Tong Huiling Zhen Jianye Hao Mingxuan Yuan Bin Li 0025 Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis. 2026 January abs/2601.21709 CoRR https://doi.org/10.48550/arXiv.2601.21709 db/journals/corr/corr2601.html#abs-2601-21709 streams/journals/corr

Zibin Dong Yicheng Liu Shiduo Zhang Baijun Ye Yifu Yuan Fei Ni 0001 Jingjing Gong Xipeng Qiu Hang Zhao 0021 Yinchuan Li Jianye Hao ActionCodec: What Makes for Good Action Tokenizers. 2026 February abs/2602.15397 CoRR https://doi.org/10.48550/arXiv.2602.15397 db/journals/corr/corr2602.html#abs-2602-15397 streams/journals/corr

Zaijing Li Bing Hu Rui Shao 0001 Gongwei Chen Dongmei Jiang Pengwei Xie Jianye Hao Liqiang Nie Global Prior Meets Local Consistency: Dual-Memory Augmented Vision-Language-Action Model for Efficient Robotic Manipulation. 2026 February abs/2602.20200 CoRR https://doi.org/10.48550/arXiv.2602.20200 db/journals/corr/corr2602.html#abs-2602-20200 streams/journals/corr

Zhe Wu Donglin Mo Hongjin Lu Junliang Xing Jianheng Liu Yuheng Jing Kai Li 0022 Kun Shao Jianye Hao Yuanchun Shi K^2-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control. 2026 March abs/2603.00676 CoRR https://doi.org/10.48550/arXiv.2603.00676 db/journals/corr/corr2603.html#abs-2603-00676 streams/journals/corr

Pinzheng Wang Shuli Xu Juntao Li Yu Luo Dong Li 0016 Jianye Hao Min Zhang Re<sup>2</sup>: Unlocking LLM Reasoning via Reinforcement Learning with Re-solving. 2026 March abs/2603.07197 CoRR https://doi.org/10.48550/arXiv.2603.07197 db/journals/corr/corr2603.html#abs-2603-07197 streams/journals/corr

Zihao Wu Hongyao Tang Yi Ma 0005 Jiashun Liu Yan Zheng 0002 Jianye Hao The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning. 2026 April abs/2604.01913 CoRR https://doi.org/10.48550/arXiv.2604.01913 db/journals/corr/corr2604.html#abs-2604-01913 streams/journals/corr

Shuoheng Zhang Yifu Yuan Hongyao Tang Yan Zheng 0002 Qiaojun Yu Pengyi Li 0001 Guowei Huang Helong Huang Xingyue Quan Jianye Hao ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching. 2026 May abs/2605.11048 CoRR https://doi.org/10.48550/arXiv.2605.11048 db/journals/corr/corr2605.html#abs-2605-11048 streams/journals/corr

Yu Luo Shuo Han Yihan Hu 0011 Lei Lv Huaping Liu 0001 Fuchun Sun 0001 Jianye Hao Dong Li 0016 Ratio-Variance Regularized Policy Optimization. 2026 May abs/2605.26784 CoRR https://doi.org/10.48550/arXiv.2605.26784 db/journals/corr/corr2605.html#abs-2605-26784 streams/journals/corr

Haoyang Liu 0002 Jie Wang 0005 Boxuan Niu Xiongwei Han Yian Xu Mingxuan Ye Zijie Geng Fangzhou Zhu Tao Zhong 0004 Mingxuan Yuan Jianye Hao Opt-Verifier: Unleashing the Power of LLMs for Optimization Modeling via Dual-Side Verification. 2026 May abs/2605.29556 CoRR https://doi.org/10.48550/arXiv.2605.29556 db/journals/corr/corr2605.html#abs-2605-29556 streams/journals/corr

Ting Xu Xu He Yupu Lu Jiankai Sun Dong Li 0016 Wai Lam Jianye Hao Unveiling the Entropy Dynamics of Chain-of-Thought Reasoning. 2026 June abs/2606.02020 CoRR https://doi.org/10.48550/arXiv.2606.02020 db/journals/corr/corr2606.html#abs-2606-02020 streams/journals/corr

Yifu Yuan Yaoting Huang Xianze Yao Yutong Li Shuoheng Zhang Linqi Han Pengyi Li 0001 Jiangeng Sun Wenting Jia Zhao Zhang Yuhao Liu Ruihao Liao Yucheng Hu Qiyu Wu 0006 Yuxiao Li Zibin Dong Fei Ni 0001 Yan Zheng 0002 Shuyang Gu Yi Ma 0005 Hongyao Tang Han Hu Jianye Hao Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models. 2026 June abs/2606.11324 CoRR https://doi.org/10.48550/arXiv.2606.11324 db/journals/corr/corr2606.html#abs-2606-11324 streams/journals/corr

Yaoting Huang Yifu Yuan Linqi Han Chengwen Li Shuoheng Zhang Xianze Yao Hongyao Tang Yan Zheng 0002 Jianye Hao RoboPIN: Grounded Embodied Reasoning via Pinned Chain-of-Thought. 2026 June abs/2606.15753 CoRR https://doi.org/10.48550/arXiv.2606.15753 db/journals/corr/corr2606.html#abs-2606-15753 streams/journals/corr

Tiantian Yang Yihang Xiao Zhijie Bao Jianye Hao Jiajie Peng The rise and potential opportunities of large language model agents in bioinformatics and biomedicine. 2025 November 26 Briefings Bioinform. 6 https://doi.org/10.1093/bib/bbaf601 db/journals/bib/bib26.html#YangXBHP25 streams/journals/bib

Xuechen Mu Hankz Hankui Zhuo Chen Chen 0077 Kai Zhang 0012 Chao Yu 0004 Jianye Hao Hierarchical task network-enhanced multi-agent reinforcement learning: Toward efficient cooperative strategies. 107254 2025 186 Neural Networks https://doi.org/10.1016/j.neunet.2025.107254 db/journals/nn/nn186.html#MuZCZYH25 streams/journals/nn

Pengyi Li 0001 Jianye Hao Hongyao Tang Xian Fu Yan Zheng 0002 Ke Tang 0001 Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms. 1707-1728 2025 October 29 IEEE Trans. Evol. Comput. 5 https://doi.org/10.1109/TEVC.2024.3443913 db/journals/tec/tec29.html#LiHTFZT25 streams/journals/tec

Xinglin Zhou Yifu Yuan Shaofu Yang Jianye Hao MENTOR: Guiding Hierarchical Reinforcement Learning With Human Feedback and Dynamic Distance Constraint. 1292-1306 2025 April 9 IEEE Trans. Emerg. Top. Comput. Intell. 2 https://doi.org/10.1109/TETCI.2025.3529902 db/journals/tetci/tetci9.html#ZhouYYH25 streams/journals/tetci

Xiangkun He Jianye Hao Xu Chen 0017 Jun Wang 0012 Xuewu Ji Chen Lv 0001 Robust Multiobjective Reinforcement Learning Considering Environmental Uncertainties. 6368-6382 2025 April 36 IEEE Trans. Neural Networks Learn. Syst. 4 https://doi.org/10.1109/TNNLS.2024.3397393 db/journals/tnn/tnn36.html#HeHCWJL25 streams/journals/tnn

Yifu Yuan Hongyao Tang Cong Wang Yan Zheng 0002 Jianye Hao ED2: environment dynamics decomposition world models for continuous control. 2025 3 Vis. Intell. 1 https://doi.org/10.1007/s44267-025-00094-x db/journals/visintelligence/visintelligence3.html#YuanTWZH25 streams/journals/visintelligence

Xi Zeng Fei Ni 0001 Shaoqing Jiao Dazhi Lu Jianye Hao Jiajie Peng SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates. 1013-1021 2025 AAAI https://doi.org/10.1609/aaai.v39i1.32087 conf/aaai/2025 db/conf/aaai/aaai2025.html#Zeng0JLHP25 Da Wang Lin Li 0090 Wei Wei 0018 Qixian Yu Jianye Hao Jiye Liang Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning. 21053-21061 2025 AAAI https://doi.org/10.1609/aaai.v39i20.35402 conf/aaai/2025 db/conf/aaai/aaai2025.html#WangL0YHL25 Yibin Chen Jinyi Liu 0002 Yan Zheng 0002 Yifu Yuan Jianye Hao War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models. 21716-21737 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.1118 https://aclanthology.org/2025.findings-acl.1118/ conf/acl/2025f db/conf/acl/acl2025f.html#Chen00YH25 Rong Cheng Jinyi Liu 0002 Yan Zheng 0002 Fei Ni 0001 Jiazhen Du Hangyu Mao Fuzheng Zhang Bo Wang 0027 Jianye Hao DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering. 31877-31899 2025 ACL (1) https://doi.org/10.18653/v1/2025.acl-long.1539 https://aclanthology.org/2025.acl-long.1539/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#Cheng000DMZWH25 Lin Chen 0029 Ran Chen 0001 Shoubo Hu Xufeng Yao Zhentao Tang Shixiong Kai Siyuan Xu Mingxuan Yuan Jianye Hao Bei Yu 0001 Jiang Xu 0001 PCBAgent: An Agent-based Framework for High-Density Printed Circuit Board Placement. 781-787 2025 ASP-DAC https://doi.org/10.1145/3658617.3697736 conf/aspdac/2025 db/conf/aspdac/aspdac2025.html#ChenCHYTKXYHYX25 Qi Lv 0001 Hao Li Xiang Deng 0002 Rui Shao 0001 Yinchuan Li Jianye Hao Longxiang Gao Michael Yu Wang Liqiang Nie Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation. 17394-17404 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Lv_Spatial-Temporal_Graph_Diffusion_Policy_with_Kinematic_Modeling_for_Bimanual_Robotic_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01621 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#0001LD0LHGWN25 Zhenghao Xing Hao Chen 0193 Binzhu Xie Jiaqi Xu Ziyu Guo Xuemiao Xu Jianye Hao Chi-Wing Fu Xiaowei Hu 0001 Pheng-Ann Heng EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights. 19098-19108 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Xing_EchoTraffic_Enhancing_Traffic_Anomaly_Understanding_with_Audio-Visual_Insights_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.01779 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#XingCXXGXHF0H25 Xinyi Zhou 0010 Xing Li 0023 Yingzhao Lian Yiwen Wang Lei Chen 0031 Mingxuan Yuan Jianye Hao Guangyong Chen Pheng-Ann Heng Circuit Synthesis based on Hierarchical Conditional Diffusion. 634-640 2025 ACM Great Lakes Symposium on VLSI https://doi.org/10.1145/3716368.3735204 conf/glvlsi/2025 db/conf/glvlsi/glvlsi2025.html#0010LLWCYHCH25 Longxin Kou Fei Ni 0001 Yan Zheng 0002 Peilong Han Jinyi Liu 0002 Haiqin Cui Rui Liu Jianye Hao RoboAnnotatorX: A Comprehensive and Universal Annotation Framework for Accurate Understanding of Long-Horizon Robot Demonstration. 2025 ICCV 10353-10363 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.00964 db/conf/iccv/iccv2025.html#KouNZHLCLH25 streams/conf/iccv Haoyang Liu 0002 Jie Wang 0005 Zijie Geng Xijun Li Yuxuan Zong Fangzhou Zhu Jianye Hao Feng Wu 0001 Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming. 2025 ICLR https://openreview.net/forum?id=mFY0tPDWK8 conf/iclr/2025 db/conf/iclr/iclr2025.html#0002WGLZZHW25 Yinqi Bai Jie Wang 0005 Lei Chen 0031 Zhihai Wang Yufei Kuang Mingxuan Yuan Jianye Hao Feng Wu 0001 A Graph Enhanced Symbolic Discovery Framework For Efficient Logic Optimization. 2025 ICLR https://openreview.net/forum?id=EG9nDN3eGB conf/iclr/2025 db/conf/iclr/iclr2025.html#BaiWCWKYHW25 Jingxuan Chen Derek Yuen Bin Xie Yuhao Yang 0008 Gongwei Chen Zhihao Wu Li Yixing Xurui Zhou Weiwen Liu Shuai Wang 0020 Kaiwen Zhou 0001 Rui Shao 0001 Liqiang Nie Yasheng Wang Jianye Hao Jun Wang 0012 Kun Shao Spa-Bench: a comprehensive Benchmark for Smartphone Agent Evaluation. 2025 ICLR https://openreview.net/forum?id=OZbFRNhpwr conf/iclr/2025 db/conf/iclr/iclr2025.html#ChenYXYCWYZLWZ025 Filippos Christianos Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang 0012 Kun Shao Lightweight Neural App Control. 2025 ICLR https://openreview.net/forum?id=BL4WBIfyrz conf/iclr/2025 db/conf/iclr/iclr2025.html#ChristianosPCH025 Hengshuo Chu Xiang Deng 0002 Qi Lv 0001 Xiaoyang Chen Yinchuan Li Jianye Hao Liqiang Nie 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds. 2025 ICLR https://openreview.net/forum?id=GThTiuXgDC conf/iclr/2025 db/conf/iclr/iclr2025.html#ChuDLCLHN25 Zijie Geng Jie Wang 0005 Ziyan Liu Siyuan Xu Zhentao Tang Shixiong Kai Mingxuan Yuan Jianye Hao Feng Wu 0001 LaMPlace: Learning to Optimize Cross-Stage Metrics in Macro Placement. 2025 ICLR https://openreview.net/forum?id=YLIsIzC74j conf/iclr/2025 db/conf/iclr/iclr2025.html#GengWLXTKYH025 Zijie Geng Jie Wang 0005 Xijun Li Fangzhou Zhu Jianye Hao Bin Li 0025 Feng Wu 0001 Differentiable Integer Linear Programming. 2025 ICLR https://openreview.net/forum?id=FPfCUJTsCn conf/iclr/2025 db/conf/iclr/iclr2025.html#GengWLZHLW25 Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang 0012 Kun Shao DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agent. 2025 ICLR https://openreview.net/forum?id=LPG8pPSfQD conf/iclr/2025 db/conf/iclr/iclr2025.html#WangWLHWS25 Zhihai Wang Jie Wang 0005 Xilin Xia Dongsheng Zuo Lei Chen 0031 Yuzhe Ma Jianye Hao Mingxuan Yuan Feng Wu 0001 Computing Circuits Optimization via Model-Based Circuit Genetic Evolution. 2025 ICLR https://openreview.net/forum?id=KWH4UIoQKS conf/iclr/2025 db/conf/iclr/iclr2025.html#WangWXZCMHYW25 Pengyi Li 0001 Jianye Hao Hongyao Tang Yifu Yuan Jinbin Qiao Zibin Dong Yan Zheng 0002 R*: Efficient Reward Design via Reward Structure Evolution and Parameter Alignment Optimization with Large Language Models. 2025 ICML https://proceedings.mlr.press/v267/li25v.html https://openreview.net/forum?id=qZMLrURRr9 conf/icml/2025 db/conf/icml/icml2025.html#0001HTYQD025 Runquan Gui Zhihai Wang Jie Wang 0005 Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu 0001 HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking. 2025 ICML https://proceedings.mlr.press/v267/gui25b.html https://openreview.net/forum?id=45he3Ri6JP conf/icml/2025 db/conf/icml/icml2025.html#GuiW0MZYHLC025 Hao Li Qi Lv 0001 Rui Shao 0001 Xiang Deng 0002 Yinchuan Li Jianye Hao Liqiang Nie STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization. 2025 ICML https://proceedings.mlr.press/v267/li25bo.html https://openreview.net/forum?id=n1cqQK4hhC conf/icml/2025 db/conf/icml/icml2025.html#Li00DLHN25 Xize Liang Lin Yang 0009 Jie Wang 0005 Yiyang Lu Runyu Wu Hanzhu Chen Jianye Hao Boosting Multi-Domain Fine-Tuning of Large Language Models through Evolving Interactions between Samples. 2025 ICML https://proceedings.mlr.press/v267/liang25q.html https://openreview.net/forum?id=Si0HHbjBfU conf/icml/2025 db/conf/icml/icml2025.html#Liang00LWCH25 Zhihai Wang Jie Wang 0005 Jilai Pan Xilin Xia Huiling Zhen Mingxuan Yuan Jianye Hao Feng Wu 0001 Accelerating Large Language Model Reasoning via Speculative Search. 2025 ICML https://proceedings.mlr.press/v267/wang25di.html https://openreview.net/forum?id=oq0t5BXilT conf/icml/2025 db/conf/icml/icml2025.html#Wang0PXZYH025 Shaofeng Yin Jialong Wu 0001 Siqiao Huang Xingjian Su Xu He Jianye Hao Mingsheng Long Trajectory World Models for Heterogeneous Environments. 2025 ICML https://proceedings.mlr.press/v267/yin25f.html https://openreview.net/forum?id=Py2KmXaRmi conf/icml/2025 db/conf/icml/icml2025.html#Yin0HSHHL25 Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning. 2025 ICML https://proceedings.mlr.press/v267/yuan25n.html https://openreview.net/forum?id=V364YjXm3T conf/icml/2025 db/conf/icml/icml2025.html#YuanZDH25 Kexing Peng Pengyi Li 0001 Jianye Hao Enhancing Graph-based Coordination with Evolutionary Algorithms for Episodic Multi-agent Reinforcement Learning. 1623-1631 2025 AAMAS https://dl.acm.org/doi/10.5555/3709347.3743797 conf/ifaamas/2025 db/conf/ifaamas/aamas2025.html#Peng0H25 Lei Song Chen-Xiao Gao Ke Xue 0001 Chenyang Wu 0001 Dong Li 0016 Jianye Hao Zongzhang Zhang Chao Qian 0001 Reinforced In-Context Black-Box Optimization. 8939-8947 2025 IJCAI https://doi.org/10.24963/ijcai.2025/994 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#SongG000HZ025 Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chételat Dimitrios Tsaras Yingxue Zhang 0001 Hui-Ling Zhen Jianye Hao Mingxuan Yuan The Graph's Apprentice: Teaching an LLM Low-Level Knowledge for Circuit Quality Estimation. 9296-9304 2025 IJCAI https://doi.org/10.24963/ijcai.2025/1033 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#MoravejBZCT0ZHY25 Lingfeng Zhang Yuening Wang Hongjian Gu Atia Hamidizadeh Zhanguang Zhang Yuecheng Liu Yutong Wang David Gamaliel Arcos Bravo Junyi Dong Shunbo Zhou Tongtong Cao Xingyue Quan Yuzheng Zhuang Yingxue Zhang 0001 Jianye Hao ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models. 21566-21573 2025 IROS https://doi.org/10.1109/IROS60139.2025.11246658 conf/iros/2025 db/conf/iros/iros2025.html#ZhangWGHZLWBDZCQZZH25 streams/conf/iros Jingwei Wang 0002 Qianyue Hao Wenzhen Huang Xiaochen Fan Qin Zhang 0011 Zhentao Tang Bin Wang 0034 Jianye Hao Yong Li 0008 CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning. 1457-1468 2025 KDD (1) https://doi.org/10.1145/3690624.3709205 conf/kdd/2025-1 db/conf/kdd/kdd2025-1.html#0002HHFZT0H025 Zibin Dong Yicheng Liu Yinchuan Li Hang Zhao 0021 Jianye Hao Conditioning Matters: Training Diffusion Policies is Faster Than You Think. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/ad6363efb7af02f7db13d087c7e649bd-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#DongLLZH25 Pengyi Li 0001 Shixiong Kai Jianye Hao Ruizhe Zhong Hongyao Tang Zhentao Tang Mingxuan Yuan Junchi Yan CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/cc0f00fd7c873fe2b196529e19b1a6bf-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#LiKHZTTYY25 Pengyi Li 0001 Hongyao Tang Yifu Yuan Jianye Hao Zibin Dong Yan Zheng 0002 COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/745aab792345825f8b4b6219aaf285fe-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#LiTYHDZ25 Haoyang Liu 0002 Jie Wang 0005 Yuyang Cai Xiongwei Han Yufei Kuang Jianye Hao OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/aeaf9b454f4670d5bf2f02b4b6e5bffd-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#LiuWCHKH25 Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang 0012 Kun Shao Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/b577903d061fbe0ea39ffddbbf397bf3-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#PapoudakisCHWS25 Zehao Wang Lin F. Yang Jie Wang 0005 Kehan Wang Hanzhu Chen Bin Wang Jianye Hao Defu Lian Bin Li Enhong Chen LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/a5b5342b9abcf83fe882169cfd48d5e7-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#WangYWWCWHLLC25 Qingyue Yang Jie Wang 0005 Xing Li 0023 Zhihai Wang Chen Chen 0077 Lei Chen 0031 Xianzhi Yu Wulong Liu Jianye Hao Mingxuan Yuan Bin Li 0025 AttentionPredictor: Temporal Patterns Matter for KV Cache Compression. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/c9ffae6711fb9c28121795c80ec77b70-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#YangWLWCCYLHYL25 Mingxuan Ye Jie Wang 0005 Fangzhou Zhu Zhihai Wang Yufei Kuang Xijun Li Weilin Luo Jianye Hao Feng Wu 0001 Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/c88f029bcf6d62b57a17ae88101ac7d0-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#YeWZWKLLHW25 Yibin Chen Yifu Yuan Zeyu Zhang Yan Zheng 0002 Jinyi Liu 0002 Fei Ni 0001 Jianye Hao Hangyu Mao Fuzheng Zhang SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models. 158-177 2025 WWW https://doi.org/10.1145/3696410.3714962 conf/www/2025 db/conf/www/www2025.html#ChenYZ000HMZ25

Yuecheng Liu Dafeng Chi Shiguang Wu 0004 Zhanguang Zhang Yaochen Hu 0001 Lingfeng Zhang Yingxue Zhang 0001 Shuang Wu 0005 Tongtong Cao Guowei Huang Helong Huang Guangjian Tian Weichao Qiu Xingyue Quan Jianye Hao Yuzheng Zhuang SpatialCoT: Advancing Spatial Reasoning through Coordinate Alignment and Chain-of-Thought for Embodied Task Planning. 2025 January abs/2501.10074 CoRR https://doi.org/10.48550/arXiv.2501.10074 db/journals/corr/corr2501.html#abs-2501-10074 streams/journals/corr

Yueen Ma 0001 Yuzheng Zhuang Jianye Hao Irwin King 3D-MoE: A Mixture-of-Experts Multi-modal LLM for 3D Vision and Pose Diffusion via Rectified Flow. 2025 January abs/2501.16698 CoRR https://doi.org/10.48550/arXiv.2501.16698 db/journals/corr/corr2501.html#abs-2501-16698 streams/journals/corr

Shaofeng Yin Jialong Wu 0001 Siqiao Huang Xingjian Su Xu He Jianye Hao Mingsheng Long Trajectory World Models for Heterogeneous Environments. 2025 February abs/2502.01366 CoRR https://doi.org/10.48550/arXiv.2502.01366 db/journals/corr/corr2502.html#abs-2502-01366 streams/journals/corr

Qingyue Yang Jie Wang 0005 Xing Li 0023 Zhihai Wang Chen Chen 0077 Lei Chen 0031 Xianzhi Yu Wulong Liu Jianye Hao Mingxuan Yuan Bin Li 0025 AttentionPredictor: Temporal Pattern Matters for Efficient LLM Inference. 2025 February abs/2502.04077 CoRR https://doi.org/10.48550/arXiv.2502.04077 db/journals/corr/corr2502.html#abs-2502-04077 streams/journals/corr

Yongcheng Zeng Xinyu Cui Xuanfa Jin Guoqing Liu Zexu Sun Quan He Dong Li 0016 Ning Yang 0005 Jianye Hao Haifeng Zhang 0002 Jun Wang 0012 ARIES: Stimulating Self-Refinement of Large Language Models by Iterative Preference Optimization. 2025 February abs/2502.05605 CoRR https://doi.org/10.48550/arXiv.2502.05605 db/journals/corr/corr2502.html#abs-2502-05605 streams/journals/corr

Georgios Papoudakis Thomas Coste Zhihao Wu Jianye Hao Jun Wang 0012 Kun Shao AppVLM: A Lightweight Vision Language Model for Online App Control. 2025 February abs/2502.06395 CoRR https://doi.org/10.48550/arXiv.2502.06395 db/journals/corr/corr2502.html#abs-2502-06395 streams/journals/corr

Qingyuan Wu Jianheng Liu Jianye Hao Jun Wang 0012 Kun Shao VSC-RL: Advancing Autonomous Vision-Language Agents with Variational Subgoal-Conditioned Reinforcement Learning. 2025 February abs/2502.07949 CoRR https://doi.org/10.48550/arXiv.2502.07949 db/journals/corr/corr2502.html#abs-2502-07949 streams/journals/corr

Lingfeng Zhang Yuecheng Liu Zhanguang Zhang Matin Aghaei Yaochen Hu 0001 Hongjian Gu Mohammad Ali Alomrani David Gamaliel Arcos Bravo Raika Karimi Atia Hamidizadeh Haoping Xu Guowei Huang Zhanpeng Zhang Tongtong Cao Weichao Qiu Xingyue Quan Jianye Hao Yuzheng Zhuang Yingxue Zhang 0001 Mem2Ego: Empowering Vision-Language Models with Global-to-Ego Memory for Long-Horizon Embodied Navigation. 2025 February abs/2502.14254 CoRR https://doi.org/10.48550/arXiv.2502.14254 db/journals/corr/corr2502.html#abs-2502-14254 streams/journals/corr

Yinchuan Li Xinyu Shao Jianping Zhang Haozhi Wang Leo Maxime Brunswic Kaiwen Zhou 0001 Jiqian Dong Kaiyang Guo Xiu Li 0001 Zhitang Chen Jun Wang 0012 Jianye Hao Generative Models in Decision Making: A Survey. 2025 February abs/2502.17100 CoRR https://doi.org/10.48550/arXiv.2502.17100 db/journals/corr/corr2502.html#abs-2502-17100 streams/journals/corr

Hengshuo Chu Xiang Deng 0002 Qi Lv 0001 Xiaoyang Chen Yinchuan Li Jianye Hao Liqiang Nie 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds. 2025 February abs/2502.20041 CoRR https://doi.org/10.48550/arXiv.2502.20041 db/journals/corr/corr2502.html#abs-2502-20041 streams/journals/corr

Haoyang Liu 0002 Jie Wang 0005 Zijie Geng Xijun Li Yuxuan Zong Fangzhou Zhu Jianye Hao Feng Wu 0001 Apollo-MILP: An Alternating Prediction-Correction Neural Solving Framework for Mixed-Integer Linear Programming. 2025 March abs/2503.01129 CoRR https://doi.org/10.48550/arXiv.2503.01129 db/journals/corr/corr2503.html#abs-2503-01129 streams/journals/corr

Haiqin Cui Yifu Yuan Yan Zheng 0002 Jianye Hao AhaRobot: A Low-Cost Open-Source Bimanual Mobile Manipulator for Embodied AI. 2025 March abs/2503.10070 CoRR https://doi.org/10.48550/arXiv.2503.10070 db/journals/corr/corr2503.html#abs-2503-10070 streams/journals/corr

Qi Lv 0001 Hao Li Xiang Deng 0002 Rui Shao 0001 Yinchuan Li Jianye Hao Longxiang Gao Michael Yu Wang Liqiang Nie Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation. 2025 March abs/2503.10743 CoRR https://doi.org/10.48550/arXiv.2503.10743 db/journals/corr/corr2503.html#abs-2503-10743 streams/journals/corr

Jinyi Liu 0002 Yan Zheng 0002 Rong Cheng Qiyu Wu 0006 Wei Guo Fei Ni 0001 Hebin Liang Yifu Yuan Hangyu Mao Fuzheng Zhang Jianye Hao From Chaos to Order: The Atomic Reasoner Framework for Fine-grained Reasoning in Large Language Models. 2025 March abs/2503.15944 CoRR https://doi.org/10.48550/arXiv.2503.15944 db/journals/corr/corr2503.html#abs-2503-15944 streams/journals/corr

Dezhao Luo Bohan Tang Kang Li Georgios Papoudakis Jifei Song Shaogang Gong Jianye Hao Jun Wang 0012 Kun Shao ViMo: A Generative Visual GUI World Model for App Agent. 2025 April abs/2504.13936 CoRR https://doi.org/10.48550/arXiv.2504.13936 db/journals/corr/corr2504.html#abs-2504-13936 streams/journals/corr

Mingchen Song Xiang Deng 0002 Guoqiang Zhong 0001 Qi Lv 0001 Jia Wan 0001 Yinchuan Li Jianye Hao Weili Guan Few-Shot Vision-Language Action-Incremental Policy Learning. 2025 April abs/2504.15517 CoRR https://doi.org/10.48550/arXiv.2504.15517 db/journals/corr/corr2504.html#abs-2504-15517 streams/journals/corr

Rong Cheng Jinyi Liu 0002 Yan Zheng 0002 Fei Ni 0001 Jiazhen Du Hangyu Mao Fuzheng Zhang Bo Wang 0027 Jianye Hao DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering. 2025 April abs/2504.18243 CoRR https://doi.org/10.48550/arXiv.2504.18243 db/journals/corr/corr2504.html#abs-2504-18243 streams/journals/corr

Runquan Gui Zhihai Wang Jie Wang 0005 Chi Ma Hui-Ling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu 0001 HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking. 2025 May abs/2505.02322 CoRR https://doi.org/10.48550/arXiv.2505.02322 db/journals/corr/corr2505.html#abs-2505-02322 streams/journals/corr

Zhihai Wang Jie Wang 0005 Jilai Pan Xilin Xia Huiling Zhen Mingxuan Yuan Jianye Hao Feng Wu 0001 Accelerating Large Language Model Reasoning via Speculative Search. 2025 May abs/2505.02865 CoRR https://doi.org/10.48550/arXiv.2505.02865 db/journals/corr/corr2505.html#abs-2505-02865 streams/journals/corr

Yufei Kuang Jie Wang 0005 Huang Haotong Mingxuan Ye Fangzhou Zhu Xijun Li Jianye Hao Wu Feng Advancing Symbolic Discovery on Unsupervised Data: A Pre-training Framework for Non-degenerate Implicit Equation Discovery. 2025 May abs/2505.03130 CoRR https://doi.org/10.48550/arXiv.2505.03130 db/journals/corr/corr2505.html#abs-2505-03130 streams/journals/corr

Yifu Yuan Haiqin Cui Yibin Chen Zibin Dong Fei Ni 0001 Longxin Kou Jinyi Liu 0002 Pengyi Li 0001 Yan Zheng 0002 Jianye Hao From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation. 2025 May abs/2505.08548 CoRR https://doi.org/10.48550/arXiv.2505.08548 db/journals/corr/corr2505.html#abs-2505-08548 streams/journals/corr

Zibin Dong Fei Ni 0001 Yifu Yuan Yinchuan Li Jianye Hao EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation. 2025 May abs/2505.10105 CoRR https://doi.org/10.48550/arXiv.2505.10105 db/journals/corr/corr2505.html#abs-2505-10105 streams/journals/corr

Zibin Dong Yicheng Liu Yinchuan Li Hang Zhao 0021 Jianye Hao Conditioning Matters: Training Diffusion Policies is Faster Than You Think. 2025 May abs/2505.11123 CoRR https://doi.org/10.48550/arXiv.2505.11123 db/journals/corr/corr2505.html#abs-2505-11123 streams/journals/corr

Yihong Wu 0006 Liheng Ma Muzhi Li 0001 Jiaming Zhou Jianye Hao Ho-fung Leung Irwin King Yingxue Zhang 0001 Jian-Yun Nie Reinforcing Question Answering Agents with Minimalist Policy Gradient Optimization. 2025 May abs/2505.17086 CoRR https://doi.org/10.48550/arXiv.2505.17086 db/journals/corr/corr2505.html#abs-2505-17086 streams/journals/corr

Jinbang Huang Yixin Xiao Zhanguang Zhang Mark Coates Jianye Hao Yingxue Zhang 0001 One Demo Is All It Takes: Planning Domain Derivation with LLMs from A Single Demonstration. 2025 May abs/2505.18382 CoRR https://doi.org/10.48550/arXiv.2505.18382 db/journals/corr/corr2505.html#abs-2505-18382 streams/journals/corr

Jinmei Liu Fuhong Liu Jianye Hao Bo Wang 0027 Huaxiong Li Chunlin Chen 0001 Zhi Wang 0001 Scalable In-Context Q-Learning. 2025 June abs/2506.01299 CoRR https://doi.org/10.48550/arXiv.2506.01299 db/journals/corr/corr2506.html#abs-2506-01299 streams/journals/corr

Hao Li Qi Lv 0001 Rui Shao 0001 Xiang Deng 0002 Yinchuan Li Jianye Hao Liqiang Nie STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization. 2025 June abs/2506.03863 CoRR https://doi.org/10.48550/arXiv.2506.03863 db/journals/corr/corr2506.html#abs-2506-03863 streams/journals/corr

Yu Li 0022 Lehui Li Zhihao Wu Qingmin Liao Jianye Hao Kun Shao Fengli Xu Yong Li 0008 AgentSwift: Efficient LLM Agent Design via Value-guided Hierarchical Search. 2025 June abs/2506.06017 CoRR https://doi.org/10.48550/arXiv.2506.06017 db/journals/corr/corr2506.html#abs-2506-06017 streams/journals/corr

Bohan Tang Dezhao Luo Jingxuan Chen Shaogang Gong Jianye Hao Jun Wang 0012 Kun Shao Beyond Syntax: Action Semantics Learning for App Agents. 2025 June abs/2506.17697 CoRR https://doi.org/10.48550/arXiv.2506.17697 db/journals/corr/corr2506.html#abs-2506-17697 streams/journals/corr

Yuxuan Huang Yihang Chen Haozheng Zhang Kang Li Meng Fang Linyi Yang Xiaoguang Li Lifeng Shang Songcen Xu Jianye Hao Kun Shao Jun Wang 0012 Deep Research Agents: A Systematic Examination And Roadmap. 2025 June abs/2506.18096 CoRR https://doi.org/10.48550/arXiv.2506.18096 db/journals/corr/corr2506.html#abs-2506-18096 streams/journals/corr

Mohammad Ali Alomrani Yingxue Zhang 0001 Derek Li Qianyi Sun Soumyasundar Pal Zhanguang Zhang Yaochen Hu 0001 Rohan Deepak Ajwani Antonios Valkanas Raika Karimi Peng Cheng Yunzhou Wang Pengyi Liao Hanrui Huang Bin Wang 0034 Jianye Hao Mark Coates Reasoning on a Budget: A Survey of Adaptive and Controllable Test-Time Compute in LLMs. 2025 July abs/2507.02076 CoRR https://doi.org/10.48550/arXiv.2507.02076 db/journals/corr/corr2507.html#abs-2507-02076 streams/journals/corr

Weixing Chen Dafeng Chi Yang Liu 0003 Yuxi Yang Yexin Zhang Yuzheng Zhuang Xingyue Quan Jianye Hao Guanbin Li Liang Lin 0004 AutoLayout: Closed-Loop Layout Synthesis via Slow-Fast Collaborative Reasoning. 2025 July abs/2507.04293 CoRR https://doi.org/10.48550/arXiv.2507.04293 db/journals/corr/corr2507.html#abs-2507-04293 streams/journals/corr

Jing Liang Hongyao Tang Yi Ma 0005 Jinyi Liu 0002 Yan Zheng 0002 Shuyue Hu Lei Bai 0001 Jianye Hao Squeeze the Soaked Sponge: Efficient Off-policy Reinforcement Finetuning for Large Language Model. 2025 July abs/2507.06892 CoRR https://doi.org/10.48550/arXiv.2507.06892 db/journals/corr/corr2507.html#abs-2507-06892 streams/journals/corr

Derek Li Jiaming Zhou Amirreza Kazemi Qianyi Sun Abbas Ghaddar Mohammad Ali Alomrani Liheng Ma Yu Luo Dong Li 0016 Feng Wen Jianye Hao Mark Coates Yingxue Zhang 0001 Omni-Thinker: Scaling Cross-Domain Generalization in LLMs via Multi-Task RL with Hybrid Rewards. 2025 July abs/2507.14783 CoRR https://doi.org/10.48550/arXiv.2507.14783 db/journals/corr/corr2507.html#abs-2507-14783 streams/journals/corr

Siyuan Li 0003 Yifan Yu Yanchen Deng Zhihao Zhang Mengjing Chen Fangzhou Zhu Tao Zhong 0004 Jianye Hao Peng Liu 0008 Bo An 0001 Collab-Solver: Collaborative Solving Policy Learning for Mixed-Integer Linear Programming. 2025 August abs/2508.03030 CoRR https://doi.org/10.48550/arXiv.2508.03030 db/journals/corr/corr2508.html#abs-2508-03030 streams/journals/corr

Yi Ma 0005 Hongyao Tang Chenjun Xiao Yaodong Yang 0001 Wei Wei 0018 Jianye Hao Jiye Liang Scaling DRL for Decision Making: A Survey on Data, Network, and Training Budget Strategies. 2025 August abs/2508.03194 CoRR https://doi.org/10.48550/arXiv.2508.03194 db/journals/corr/corr2508.html#abs-2508-03194 streams/journals/corr

Jian Hu Zixu Cheng Shaogang Gong Isabel Guan Jianye Hao Jun Wang 0012 Kun Shao Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Temporal Grounding. 2025 August abs/2508.06317 CoRR https://doi.org/10.48550/arXiv.2508.06317 db/journals/corr/corr2508.html#abs-2508-06317 streams/journals/corr

Yueming Xu Jiahui Zhang Ze Huang Yurui Chen Yanpeng Zhou Zhenyu Chen Yu-Jie Yuan Pengxiang Xia Guowei Huang Xinyue Cai Zhongang Qi Xingyue Quan Jianye Hao Hang Xu 0004 Li Zhang 0040 UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding. 2025 August abs/2508.11952 CoRR https://doi.org/10.48550/arXiv.2508.11952 db/journals/corr/corr2508.html#abs-2508-11952 streams/journals/corr

Yifu Yuan Haiqin Cui Yaoting Huang Yibin Chen Fei Ni 0001 Zibin Dong Pengyi Li 0001 Yan Zheng 0002 Jianye Hao Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation. 2025 August abs/2508.13998 CoRR https://doi.org/10.48550/arXiv.2508.13998 db/journals/corr/corr2508.html#abs-2508-13998 streams/journals/corr

Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang 0012 Kun Shao Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control. 2025 September abs/2509.01720 CoRR https://doi.org/10.48550/arXiv.2509.01720 db/journals/corr/corr2509.html#abs-2509-01720 streams/journals/corr

Yuecheng Liu Dafeng Chi Shiguang Wu 0004 Zhanguang Zhang Yuzheng Zhuang Bowen Yang He Zhu Lingfeng Zhang Pengwei Xie David Gamaliel Arcos Bravo Yingxue Zhang 0001 Jianye Hao Xingyue Quan OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning. 2025 September abs/2509.09332 CoRR https://doi.org/10.48550/arXiv.2509.09332 db/journals/corr/corr2509.html#abs-2509-09332 streams/journals/corr

Fei Ni 0001 Min Zhang Pengyi Li 0001 Yifu Yuan Lingfeng Zhang Yuecheng Liu Peilong Han Longxin Kou Shaojin Ma Jinbin Qiao David Gamaliel Arcos Bravo Yuening Wang Xiao Hu Zhanguang Zhang Xianze Yao Yutong Li Zhao Zhang Ying Wen 0001 Ying-Cong Chen Xiaodan Liang Liang Lin 0004 Bin He Haitham Bou-Ammar He Wang Huazhe Xu Jiankang Deng Shan Luo 0001 Shuqiang Jiang Wei Pan 0004 Yang Gao 0001 Stefanos Zafeiriou Jan Peters 0001 Yuzheng Zhuang Yingxue Zhang 0001 Yan Zheng 0002 Hongyao Tang Jianye Hao Embodied Arena: A Comprehensive, Unified, and Evolving Evaluation Platform for Embodied AI. 2025 September abs/2509.15273 CoRR https://doi.org/10.48550/arXiv.2509.15273 db/journals/corr/corr2509.html#abs-2509-15273 streams/journals/corr

Leo Maxime Brunswic Haozhi Wang Shuang Luo Jianye Hao Amir Rasouli Yinchuan Li A Theory of Multi-Agent Generative Flow Networks. 2025 September abs/2509.20408 CoRR https://doi.org/10.48550/arXiv.2509.20408 db/journals/corr/corr2509.html#abs-2509-20408 streams/journals/corr

Jinbang Huang Zhiyuan Li Zhanguang Zhang Xingyue Quan Jianye Hao Yingxue Zhang 0001 Plan2Evolve: LLM Self-Evolution for Improved Planning Capability via Automated Domain Generation. 2025 September abs/2509.21543 CoRR https://doi.org/10.48550/arXiv.2509.21543 db/journals/corr/corr2509.html#abs-2509-21543 streams/journals/corr

Peilong Han Fan Jia Min Zhang Yutao Qiu Hongyao Tang Yan Zheng 0002 Tiancai Wang Jianye Hao MUVLA: Learning to Explore Object Navigation via Map Understanding. 2025 September abs/2509.25966 CoRR https://doi.org/10.48550/arXiv.2509.25966 db/journals/corr/corr2509.html#abs-2509-25966 streams/journals/corr

Xinyu Shao Yanzhe Tang Pengwei Xie Kaiwen Zhou 0001 Yuzheng Zhuang Xingyue Quan Jianye Hao Long Zeng 0001 Xiu Li 0001 More than A Point: Capturing Uncertainty with Adaptive Affordance Heatmaps for Spatial Grounding in Robotic Tasks. 2025 October abs/2510.10912 CoRR https://doi.org/10.48550/arXiv.2510.10912 db/journals/corr/corr2510.html#abs-2510-10912 streams/journals/corr

Zhe Wu Hongjin Lu Junliang Xing Changhao Zhang Yin Zhu Yuhao Yang Yuheng Jing Kai Li Kun Shao Jianye Hao Jun Wang Yuanchun Shi Hi-Agent: Hierarchical Vision-Language Agents for Mobile Device Control. 2025 October abs/2510.14388 CoRR https://doi.org/10.48550/arXiv.2510.14388 db/journals/corr/corr2510.html#abs-2510-14388 streams/journals/corr

Haoyang Liu 0002 Jie Wang 0005 Yuyang Cai Xiongwei Han Yufei Kuang Jianye Hao OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling. 2025 October abs/2510.22192 CoRR https://doi.org/10.48550/arXiv.2510.22192 db/journals/corr/corr2510.html#abs-2510-22192 streams/journals/corr

Xinyan Cai Shiguang Wu 0004 Dafeng Chi Yuzheng Zhuang Xingyue Quan Jianye Hao Qiang Guan EVLP:Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning. 2025 November abs/2511.05553 CoRR https://doi.org/10.48550/arXiv.2511.05553 db/journals/corr/corr2511.html#abs-2511-05553 streams/journals/corr

Yuxuan Zhou Yubin Wang Bin Wang 0034 Chen Ning Xien Liu Ji Wu Jianye Hao Enhancing the Medical Context-Awareness Ability of LLMs via Multifaceted Self-Refinement Learning. 2025 November abs/2511.10067 CoRR https://doi.org/10.48550/arXiv.2511.10067 db/journals/corr/corr2511.html#abs-2511-10067 streams/journals/corr

Chenjia Bai Lingxiao Wang 0003 Jianye Hao Zhuoran Yang Bin Zhao 0001 Zhen Wang 0004 Xuelong Li 0001 Pessimistic value iteration for multi-task data sharing in Offline Reinforcement Learning. 104048 2024 January 326 Artif. Intell. https://doi.org/10.1016/j.artint.2023.104048 db/journals/ai/ai326.html#BaiWHYZWL24

Fei Zhang Yunjie Ye Lei Feng 0006 Zhongwen Rao Jieming Zhu Marcus Kalander Chen Gong 0002 Jianye Hao Bo Han 0003 Exploiting counter-examples for active learning with partial labels. 3849-3868 2024 June 113 Mach. Learn. 6 https://doi.org/10.1007/s10994-023-06485-9 db/journals/ml/ml113.html#ZhangYFRZKGHH24

Claire Glanois Paul Weng Matthieu Zimmer Dong Li 0016 Tianpei Yang Jianye Hao Wulong Liu A survey on interpretable reinforcement learning. 5847-5890 2024 July 113 Mach. Learn. 8 https://doi.org/10.1007/s10994-024-06543-w db/journals/ml/ml113.html#GlanoisWZLYHL24 streams/journals/ml

Tianze Zhou Fubiao Zhang Kun Shao Zipeng Dai Kai Li 0022 Wenhan Huang Weixun Wang Bin Wang 0034 Dong Li 0016 Wulong Liu Jianye Hao Cooperative Multiagent Transfer Learning With Coalition Pattern Decomposition. 352-364 2024 June 16 IEEE Trans. Games 2 https://doi.org/10.1109/TG.2023.3272386 db/journals/tciaig/tciaig16.html#ZhouZSDLHWWLLH24

Shaokang Dong Hangyu Mao Shangdong Yang Shengyu Zhu 0001 Wenbin Li 0006 Jianye Hao Yang Gao 0001 WToE: Learning When to Explore in Multiagent Reinforcement Learning. 4789-4801 2024 August 54 IEEE Trans. Cybern. 8 https://doi.org/10.1109/TCYB.2023.3328732 db/journals/tcyb/tcyb54.html#DongMYZLHG24 streams/journals/tcyb

Junjie Wang Qichao Zhang Yao Mu 0001 Dong Li 0016 Dongbin Zhao Yuzheng Zhuang Ping Luo 0002 Bin Wang 0034 Jianye Hao Prototypical Context-Aware Dynamics for Generalization in Visual Control With Model-Based Reinforcement Learning. 10717-10727 2024 September 20 IEEE Trans. Ind. Informatics 9 https://doi.org/10.1109/TII.2024.3396525 db/journals/tii/tii20.html#WangZMLZZLWH24 streams/journals/tii

Jianye Hao Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu 0002 Zhaopeng Meng Peng Liu 0008 Zhen Wang 0004 Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain. 8762-8782 2024 July 35 IEEE Trans. Neural Networks Learn. Syst. 7 https://doi.org/10.1109/TNNLS.2023.3236361 db/journals/tnn/tnn35.html#HaoYTBLMLW24 streams/journals/tnn

Yixing Lan Xin Xu 0001 Qiang Fang 0001 Jianye Hao Sample Efficient Deep Reinforcement Learning With Online State Abstraction and Causal Transformer Model Prediction. 16574-16588 2024 November 35 IEEE Trans. Neural Networks Learn. Syst. 11 https://doi.org/10.1109/TNNLS.2023.3296642 db/journals/tnn/tnn35.html#LanXFH24 streams/journals/tnn

Yingrong Qin Chen Gao 0001 Shuangqing Wei Yue Wang 0007 Depeng Jin Jian Yuan Lin Zhang 0001 Dong Li 0016 Jianye Hao Yong Li 0008 Learning from Hierarchical Structure of Knowledge Graph for Recommendation. 18:1-18:24 2024 January 42 ACM Trans. Inf. Syst. 1 https://doi.org/10.1145/3595632 https://www.wikidata.org/entity/Q131017792 db/journals/tois/tois42.html#QinGWWJYZLHL24

Xiaotian Hao Jianye Hao Chenjun Xiao Kai Li 0022 Dong Li 0016 Yan Zheng 0002 Multiagent Gumbel MuZero: Efficient Planning in Combinatorial Action Spaces. 12304-12312 2024 AAAI https://doi.org/10.1609/aaai.v38i11.29121 conf/aaai/2024 db/conf/aaai/aaai2024.html#HaoHXLLZ24 Jinyi Liu 0002 Zhi Wang 0001 Yan Zheng 0002 Jianye Hao Chenjia Bai Junjie Ye 0002 Zhen Wang 0004 Haiyin Piao Yang Sun OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments. 13954-13962 2024 AAAI https://doi.org/10.1609/aaai.v38i12.29303 conf/aaai/2024 db/conf/aaai/aaai2024.html#0002WZHBYWPS24 Jizhou Wu Jianye Hao Tianpei Yang Xiaotian Hao Yan Zheng 0002 Weixun Wang Matthew E. Taylor PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning. 15934-15942 2024 AAAI https://doi.org/10.1609/aaai.v38i14.29524 conf/aaai/2024 db/conf/aaai/aaai2024.html#WuHYHZWT24 Tianpei Yang Heng You Jianye Hao Yan Zheng 0002 Matthew E. Taylor A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning. 16352-16360 2024 AAAI https://doi.org/10.1609/aaai.v38i15.29571 conf/aaai/2024 db/conf/aaai/aaai2024.html#YangYHZT24 Ruizhe Zhong Junjie Ye 0002 Zhentao Tang Shixiong Kai Mingxuan Yuan Jianye Hao Junchi Yan PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling. 17087-17095 2024 AAAI https://doi.org/10.1609/aaai.v38i15.29653 conf/aaai/2024 db/conf/aaai/aaai2024.html#ZhongYTKYHY24 Mohammad Dehghan Mohammad Ali Alomrani Sunyam Bagga David Alfonso-Hermelo Khalil Bibi Abbas Ghaddar Yingxue Zhang 0001 Xiaoguang Li Jianye Hao Qun Liu 0001 Jimmy Lin Boxing Chen Prasanna Parthasarathi Mahdi Biparva Mehdi Rezagholizadeh EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. 14169-14187 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.764 https://aclanthology.org/2024.acl-long.764 conf/acl/2024-1 db/conf/acl/acl2024-1.html#DehghanABABG0LH24 Jinyi Liu 0002 Yi Ma 0005 Jianye Hao Yujing Hu Yan Zheng 0002 Tangjie Lv Changjie Fan A Trajectory Perspective on the Role of Data Sampling Techniques in Offline Reinforcement Learning. 1229-1237 2024 AAMAS https://dl.acm.org/doi/10.5555/3635637.3662980 conf/atal/2024 db/conf/atal/aamas2024.html#LiuMHHZLF24 Hao Zhang 0004 Tianpei Yang Yan Zheng 0002 Jianye Hao Matthew E. Taylor PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning. 2585-2587 2024 AAMAS https://dl.acm.org/doi/10.5555/3635637.3663235 conf/atal/2024 db/conf/atal/aamas2024.html#ZhangYZHT24 Kai Zhao Jianye Hao Yi Ma 0005 Jinyi Liu 0002 Yan Zheng 0002 Zhaopeng Meng ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles. 2609-2611 2024 AAMAS https://dl.acm.org/doi/10.5555/3635637.3663243 conf/atal/2024 db/conf/atal/aamas2024.html#ZhaoHM0ZM24 Yiwen Zhu Jinyi Liu 0002 Wenya Wei Qianyi Fu Yujing Hu Zhou Fang Bo An 0001 Jianye Hao Tangjie Lv Changjie Fan vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms. 2621-2623 2024 AAMAS https://dl.acm.org/doi/10.5555/3635637.3663247 conf/atal/2024 db/conf/atal/aamas2024.html#Zhu0WFHF0HLF24 Fei Ni 0001 Jianye Hao Shiguang Wu 0001 Longxin Kou Jiashun Liu Yan Zheng 0002 Bin Wang 0034 Yuzheng Zhuang Generate Subgoal Images Before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts. 13991-14000 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01327 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#NiH0KLZ0Z24 Ruyi An Yewen Li Xu He Pengjie Gu Mengchen Zhao Dong Li 0016 Jianye Hao Chaojie Wang 0001 Bo An 0001 Mingyuan Zhou Improving Unsupervised Hierarchical Representation With Reinforcement Learning. 22946-22956 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02165 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#AnLHGZLHW0Z24 Surya Penmetsa Fahad Rahman Amik Zhanguang Zhang Yingying Fu Yingxue Zhang 0001 Wulong Liu Jianye Hao Generalizable and Relation Sensitive Netlist Representation for Analog Circuit Design. 287-291 2024 ACM Great Lakes Symposium on VLSI https://doi.org/10.1145/3649476.3658793 https://www.wikidata.org/entity/Q130876200 conf/glvlsi/2024 db/conf/glvlsi/glvlsi2024.html#PenmetsaAZFZLH24 Xingbo Du Ruizhe Zhong Shixiong Kai Zhentao Tang Siyuan Xu Jianye Hao Mingxuan Yuan Junchi Yan JigsawPlanner: Jigsaw-like Floorplanner for Eliminating Whitespace and Overlap among Complex Rectilinear Modules. 18:1-18:9 2024 ICCAD https://doi.org/10.1145/3676536.3676707 conf/iccad/2024 db/conf/iccad/iccad2024.html#DuZKTXHYY24 Ke Xue 0001 Ren-Jian Wang Pengyi Li 0001 Dong Li 0016 Jianye Hao Chao Qian 0001 Sample-Efficient Quality-Diversity by Cooperative Coevolution. 2024 ICLR https://openreview.net/forum?id=JDud6zbpFv conf/iclr/2024 db/conf/iclr/iclr2024.html#0001WLLH024 Zibin Dong Yifu Yuan Jianye Hao Fei Ni 0001 Yao Mu 0001 Yan Zheng 0002 Yujing Hu Tangjie Lv Changjie Fan Zhipeng Hu AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model. 2024 ICLR https://openreview.net/forum?id=bxfKIYfHyx conf/iclr/2024 db/conf/iclr/iclr2024.html#DongYHNM0HLFH24 Yufei Kuang Jie Wang 0005 Haoyang Liu 0002 Fangzhou Zhu Xijun Li Jia Zeng Jianye Hao Bin Li 0025 Feng Wu 0001 Rethinking Branching on Exact Combinatorial Optimization Solver: The First Deep Symbolic Discovery Framework. 2024 ICLR https://openreview.net/forum?id=jKhNBulNMh conf/iclr/2024 db/conf/iclr/iclr2024.html#Kuang0LZLZH0024 Yifu Yuan Jianye Hao Yi Ma 0005 Zibin Dong Hebin Liang Jinyi Liu 0002 Zhixin Feng Kai Zhao Yan Zheng 0002 Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback. 2024 ICLR https://openreview.net/forum?id=WesY0H9ghM conf/iclr/2024 db/conf/iclr/iclr2024.html#YuanHMDL0FZ024 Zijie Geng Jie Wang 0005 Ziyan Liu Siyuan Xu Zhentao Tang Mingxuan Yuan Jianye Hao Yongdong Zhang 0001 Feng Wu 0001 Reinforcement Learning within Tree Search for Fast Macro Placement. 2024 ICML https://proceedings.mlr.press/v235/geng24b.html https://openreview.net/forum?id=AJGwSx0RUV conf/icml/2024 db/conf/icml/icml2024.html#Geng0LXTYH0024 15402-15417 Longxin Kou Fei Ni 0001 Yan Zheng 0002 Jinyi Liu 0002 Yifu Yuan Zibin Dong Jianye Hao KISA: A Unified Keyframe Identifier and Skill Annotator for Long-Horizon Robotics Demonstrations. 2024 ICML https://proceedings.mlr.press/v235/kou24b.html https://openreview.net/forum?id=oCI9gHocws conf/icml/2024 db/conf/icml/icml2024.html#KouN00YDH24 25441-25474 Yufei Kuang Jie Wang 0005 Yuyan Zhou Xijun Li Fangzhou Zhu Jianye Hao Feng Wu 0001 Towards General Algorithm Discovery for Combinatorial Optimization: Learning Symbolic Branching Policy from Bipartite Graph. 2024 ICML https://proceedings.mlr.press/v235/kuang24a.html https://openreview.net/forum?id=ULleq1Dtaw conf/icml/2024 db/conf/icml/icml2024.html#Kuang0ZLZH024 25623-25641 Pengyi Li 0001 Jianye Hao Hongyao Tang Yan Zheng 0002 Fazl Barez Value-Evolutionary-Based Reinforcement Learning. 2024 ICML https://proceedings.mlr.press/v235/li24z.html https://openreview.net/forum?id=XobPpcN4yZ conf/icml/2024 db/conf/icml/icml2024.html#LiHT0B24 27875-27889 Pengyi Li 0001 Yan Zheng 0002 Hongyao Tang Xian Fu Jianye Hao EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search. 2024 ICML https://proceedings.mlr.press/v235/li24cp.html https://openreview.net/forum?id=75Hes6Zse4 conf/icml/2024 db/conf/icml/icml2024.html#Li0TFH24 29427-29447 Jiashun Liu Jianye Hao Yi Ma 0005 Shuyin Xia Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation. 2024 ICML https://proceedings.mlr.press/v235/liu24u.html https://openreview.net/forum?id=CtyLla0DU8 conf/icml/2024 db/conf/icml/icml2024.html#LiuHMX24 31062-31079 Yi Ma 0005 Jianye Hao Hebin Liang Chenjun Xiao Rethinking Decision Transformer via Hierarchical Reinforcement Learning. 2024 ICML https://proceedings.mlr.press/v235/ma24b.html https://openreview.net/forum?id=WsM4TVsZpJ conf/icml/2024 db/conf/icml/icml2024.html#MaHLX24 33730-33745 Haoyu Ma Jialong Wu 0001 Ningya Feng Chenjun Xiao Dong Li 0016 Jianye Hao Jianmin Wang 0001 Mingsheng Long HarmonyDream: Task Harmonization Inside World Models. 2024 ICML https://proceedings.mlr.press/v235/ma24o.html https://openreview.net/forum?id=x0yIaw2fgk conf/icml/2024 db/conf/icml/icml2024.html#Ma0FX0H0L24 33983-34007 Zhihai Wang Lei Chen 0031 Jie Wang 0005 Yinqi Bai Xing Li 0023 Xijun Li Mingxuan Yuan Jianye Hao Yongdong Zhang 0001 Feng Wu 0001 A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design. 2024 ICML https://proceedings.mlr.press/v235/wang24g.html https://openreview.net/forum?id=1KemC8DNa0 conf/icml/2024 db/conf/icml/icml2024.html#Wang00BLLYH0024 50163-50207 Da Wang Lin Li 0090 Wei Wei 0018 Qixian Yu Jianye Hao Jiye Liang Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting. 2024 ICML https://proceedings.mlr.press/v235/wang24aj.html https://openreview.net/forum?id=CV9PiQGt0i conf/icml/2024 db/conf/icml/icml2024.html#WangL0YHL24 50822-50839 Zhihai Wang Jie Wang 0005 Dongsheng Zuo Yunjie Ji Xilin Xia Yuzhe Ma Jianye Hao Mingxuan Yuan Yongdong Zhang 0001 Feng Wu 0001 A Hierarchical Adaptive Multi-Task Reinforcement Learning Framework for Multiplier Circuit Design. 2024 ICML https://proceedings.mlr.press/v235/wang24bz.html https://openreview.net/forum?id=LGz7GaUSEB conf/icml/2024 db/conf/icml/icml2024.html#Wang0ZJXMHY0024 51825-51853 Yaodong Yang 0002 Guangyong Chen Jianye Hao Pheng-Ann Heng Sample-Efficient Multiagent Reinforcement Learning with Reset Replay. 2024 ICML https://proceedings.mlr.press/v235/yang24c.html https://openreview.net/forum?id=w8ei1o9U5y conf/icml/2024 db/conf/icml/icml2024.html#0002CHH24 55961-55975 Francesco Cursi Marcus Kalander Shuang Wu 0005 Xidi Xue Yu Tian Guangjian Tian Xingyue Quan Jianye Hao Safe Table Tennis Swing Stroke with Low-Cost Hardware. 18279-18285 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10610119 conf/icra/2024 db/conf/icra/icra2024.html#CursiKWXTTQH24 Kai Zhao Jianye Hao Yi Ma 0005 Jinyi Liu 0002 Yan Zheng 0002 Zhaopeng Meng ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles. 5563-5571 2024 IJCAI https://www.ijcai.org/proceedings/2024/615 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#ZhaoHM00M24 Yiwen Zhu Jinyi Liu 0002 Wenya Wei Qianyi Fu Yujing Hu Zhou Fang Bo An 0001 Jianye Hao Tangjie Lv Changjie Fan vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement. 5725-5733 2024 IJCAI https://www.ijcai.org/proceedings/2024/633 conf/ijcai/2024 db/conf/ijcai/ijcai2024.html#Zhu0WFHF0HLF24 Jingwei Wang 0002 Qianyue Hao Wenzhen Huang Xiaochen Fan Zhentao Tang Bin Wang 0034 Jianye Hao Yong Li 0008 DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation. 3128-3139 2024 KDD https://doi.org/10.1145/3637528.3672052 https://www.wikidata.org/entity/Q131013025 conf/kdd/2024 db/conf/kdd/kdd2024.html#WangHHFTWHL24 Zhanguang Zhang Didier Chételat Joseph Cotnareanu Amur Ghose Wenyi Xiao Hui-Ling Zhen Yingxue Zhang 0001 Jianye Hao Mark Coates Mingxuan Yuan GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection. 6301-6311 2024 KDD https://doi.org/10.1145/3637528.3671627 https://www.wikidata.org/entity/Q130995391 conf/kdd/2024 db/conf/kdd/kdd2024.html#ZhangCCGXZ0HCY24 Jialong Wu 0001 Shaofeng Yin Ningya Feng Xu He Dong Li 0016 Jianye Hao Mingsheng Long iVideoGPT: Interactive VideoGPTs are Scalable World Models. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/7dbb5bfab324e3b86af9bd0df15498dd-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#0001YFHLHL24 Yi Ma 0005 Jianye Hao Xiaohan Hu Yan Zheng 0002 Chenjun Xiao Iteratively Refined Behavior Regularization for Offline Reinforcement Learning. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/663bce02a0050c4a11f1eb8a7f1429d3-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#0005HH0X24 Zibin Dong Jianye Hao Yifu Yuan Fei Ni 0001 Yitian Wang Pengyi Li 0001 Yan Zheng 0002 DiffuserLite: Towards Real-time Diffusion Planning. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/dd6a47bc0aad6f34aa5e77706d90cdc4-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#DongHY0WL024 Zibin Dong Yifu Yuan Jianye Hao Fei Ni 0001 Yi Ma 0005 Pengyi Li 0001 Yan Zheng 0002 CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/9e08a1db869a9646418e3371b24c6ae6-Abstract-Datasets_and_Benchmarks_Track.html conf/nips/2024 db/conf/nips/neurips2024.html#DongYHNML024 Jiashun Liu Jianye Hao Xiaotian Hao Yi Ma 0005 Yan Zheng 0002 Yujing Hu Tangjie Lv Unlock the Intermittent Control Ability of Model Free Reinforcement Learning. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/dc300c4d75b94b211b149ae4bcbbf2d2-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#LiuHH00HL24 Fei Ni 0001 Jianye Hao Shiguang Wu 0001 Longxin Kou Yifu Yuan Zibin Dong Jinyi Liu 0002 Mingzhi Li Yuzheng Zhuang Yan Zheng 0002 PERIA: Perceive, Reason, Imagine, Act via Holistic Language and Vision Planning for Manipulation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/1f6af963e891e7efa229c24a1607fa7f-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#NiH0KYD0LZ024 Hongyao Tang Min Zhang Chen Chen 0077 Jianye Hao The Ladder in Chaos: Improving Policy Learning by Harnessing the Parameter Evolving Path in A Low-dimensional Space. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/831406cfe7e4a0aed5ac5c8a8389d1f5-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#TangZCH24 Zhihai Wang Jie Wang 0005 Qingyue Yang Yinqi Bai Xing Li 0023 Lei Chen 0031 Jianye Hao Mingxuan Yuan Bin Li 0025 Yongdong Zhang 0001 Feng Wu 0001 Towards Next-Generation Logic Synthesis: A Scalable Neural Circuit Generation Framework. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/b3ac808c09f98444090a8f6c2d4bd1dc-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#WangWYBLCHYL0024 Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Jianye Hao Mingxuan Yuan Junchi Yan FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/585e9cf25585612ac27b535457116513-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ZhongDKTXHYY24 Jiashun Liu Xiaotian Hao Jianye Hao Yan Zheng 0002 Yujing Hu Changjie Fan Tangjie Lv Zhipeng Hu Hybrid CtrlFormer: Learning Adaptive Search Space Partition for Hybrid Action Control via Transformer-based Monte Carlo Tree Search. 2294-2308 2024 UAI https://proceedings.mlr.press/v244/liu24a.html conf/uai/2024 db/conf/uai/uai2024.html#LiuHH0HFLH24 Shiwei Zhao Xi Yuan Runze Wu 0001 Zhipeng Hu Haoyu Liu 0002 Kai Wang 0064 Yujing Hu Tangjie Lv Changjie Fan Xin T. Tong Jiangze Han Yan Zheng 0002 Jianye Hao The MMO Economist: AI Empowers Robust, Healthy, and Sustainable P2W MMO Economies. 443-452 2024 WWW (Companion Volume) https://doi.org/10.1145/3589335.3648344 https://www.wikidata.org/entity/Q130936009 conf/www/2024c db/conf/www/www2024c.html#ZhaoYWHLWHLFTHZ24

Xijun Li Fangzhou Zhu Hui-Ling Zhen Weilin Luo Meng Lu Yimin Huang Zhenan Fan Zirui Zhou Yufei Kuang Zhihai Wang Zijie Geng Yang Li 0197 Haoyang Liu 0002 Zhiwu An Muming Yang Jianshu Li Jie Wang 0005 Junchi Yan Defeng Sun Tao Zhong 0004 Yong Zhang 0004 Jia Zeng Mingxuan Yuan Jianye Hao Jun Yao Kun Mao 0001 Machine Learning Insides OptVerse AI Solver: Design Principles and Applications. 2024 abs/2401.05960 CoRR https://doi.org/10.48550/arXiv.2401.05960 db/journals/corr/corr2401.html#abs-2401-05960

Pengyi Li 0001 Jianye Hao Hongyao Tang Xian Fu Yan Zheng 0002 Ke Tang 0001 Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey. 2024 abs/2401.11963 CoRR https://doi.org/10.48550/arXiv.2401.11963 db/journals/corr/corr2401.html#abs-2401-11963

Ruizhe Zhong Xingbo Du Shixiong Kai Zhentao Tang Siyuan Xu Hui-Ling Zhen Jianye Hao Qiang Xu 0001 Mingxuan Yuan Junchi Yan LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation. 2024 abs/2401.12224 CoRR https://doi.org/10.48550/arXiv.2401.12224 db/journals/corr/corr2401.html#abs-2401-12224

Zibin Dong Jianye Hao Yifu Yuan Fei Ni 0001 Yitian Wang Pengyi Li 0001 Yan Zheng 0002 DiffuserLite: Towards Real-time Diffusion Planning. 2024 abs/2401.15443 CoRR https://doi.org/10.48550/arXiv.2401.15443 db/journals/corr/corr2401.html#abs-2401-15443

Yifu Yuan Jianye Hao Yi Ma 0005 Zibin Dong Hebin Liang Jinyi Liu 0002 Zhixin Feng Kai Zhao Yan Zheng 0002 Uni-RLHF: Universal Platform and Benchmark Suite for Reinforcement Learning with Diverse Human Feedback. 2024 abs/2402.02423 CoRR https://doi.org/10.48550/arXiv.2402.02423 db/journals/corr/corr2402.html#abs-2402-02423

Xinglin Zhou Yifu Yuan Shaofu Yang Jianye Hao MENTOR: Guiding Hierarchical Reinforcement Learning with Human Feedback and Dynamic Distance Constraint. 2024 abs/2402.14244 CoRR https://doi.org/10.48550/arXiv.2402.14244 db/journals/corr/corr2402.html#abs-2402-14244

Jinyi Liu 0002 Yifu Yuan Jianye Hao Fei Ni 0001 Lingzhi Fu Yibin Chen Yan Zheng 0002 Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models. 2024 abs/2402.14245 CoRR https://doi.org/10.48550/arXiv.2402.14245 db/journals/corr/corr2402.html#abs-2402-14245

Lei Song Chenxiao Gao Ke Xue 0001 Chenyang Wu 0001 Dong Li 0016 Jianye Hao Zongzhang Zhang Chao Qian 0001 Reinforced In-Context Black-Box Optimization. 2024 abs/2402.17423 CoRR https://doi.org/10.48550/arXiv.2402.17423 db/journals/corr/corr2402.html#abs-2402-17423

Ruizhe Zhong Junjie Ye 0002 Zhentao Tang Shixiong Kai Mingxuan Yuan Jianye Hao Junchi Yan PreRoutGNN for Timing Prediction with Order Preserving Partition: Global Circuit Pre-training, Local Delay Learning and Attentional Cell Modeling. 2024 abs/2403.00012 CoRR https://doi.org/10.48550/arXiv.2403.00012 db/journals/corr/corr2403.html#abs-2403-00012

Yibin Chen Yifu Yuan Zeyu Zhang Yan Zheng 0002 Jinyi Liu 0002 Fei Ni 0001 Jianye Hao SheetAgent: A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models. 2024 abs/2403.03636 CoRR https://doi.org/10.48550/arXiv.2403.03636 db/journals/corr/corr2403.html#abs-2403-03636

Chenjia Bai Lingxiao Wang 0003 Jianye Hao Zhuoran Yang Bin Zhao 0001 Zhen Wang 0004 Xuelong Li 0001 Pessimistic Value Iteration for Multi-Task Data Sharing in Offline Reinforcement Learning. 2024 abs/2404.19346 CoRR https://doi.org/10.48550/arXiv.2404.19346 db/journals/corr/corr2404.html#abs-2404-19346

Yiwen Zhu Jinyi Liu 0002 Wenya Wei Qianyi Fu Yujing Hu Zhou Fang Bo An 0001 Jianye Hao Tangjie Lv Changjie Fan vMFER: Von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement. 2024 abs/2405.08638 CoRR https://doi.org/10.48550/arXiv.2405.08638 db/journals/corr/corr2405.html#abs-2405-08638

Zhanguang Zhang Didier Chételat Joseph Cotnareanu Amur Ghose Wenyi Xiao Hui-Ling Zhen Yingxue Zhang 0001 Jianye Hao Mark Coates Mingxuan Yuan GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection. 2024 abs/2405.11024 CoRR https://doi.org/10.48550/arXiv.2405.11024 db/journals/corr/corr2405.html#abs-2405-11024

Yueen Ma 0001 Zixing Song Yuzheng Zhuang Jianye Hao Irwin King A Survey on Vision-Language-Action Models for Embodied AI. 2024 abs/2405.14093 CoRR https://doi.org/10.48550/arXiv.2405.14093 db/journals/corr/corr2405.html#abs-2405-14093

Jialong Wu 0001 Shaofeng Yin Ningya Feng Xu He Dong Li 0016 Jianye Hao Mingsheng Long iVideoGPT: Interactive VideoGPTs are Scalable World Models. 2024 abs/2405.15223 CoRR https://doi.org/10.48550/arXiv.2405.15223 db/journals/corr/corr2405.html#abs-2405-15223

Zibin Dong Yifu Yuan Jianye Hao Fei Ni 0001 Yi Ma 0005 Pengyi Li 0001 Yan Zheng 0002 CleanDiffuser: An Easy-to-use Modularized Library for Diffusion Models in Decision Making. 2024 abs/2406.09509 CoRR https://doi.org/10.48550/arXiv.2406.09509 db/journals/corr/corr2406.html#abs-2406-09509

Mohammad Dehghan Mohammad Ali Alomrani Sunyam Bagga David Alfonso-Hermelo Khalil Bibi Abbas Ghaddar Yingxue Zhang 0001 Xiaoguang Li Jianye Hao Qun Liu 0001 Jimmy Lin Boxing Chen Prasanna Parthasarathi Mahdi Biparva Mehdi Rezagholizadeh EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. 2024 abs/2406.10393 CoRR https://doi.org/10.48550/arXiv.2406.10393 db/journals/corr/corr2406.html#abs-2406-10393

Christopher E. Mower Yuhui Wan Hongzhan Yu Antoine Grosnit Jonas Gonzalez-Billandon Matthieu Zimmer Jinlong Wang Xinyu Zhang Yao Zhao Anbang Zhai Puze Liu Davide Tateo Cesar Cadena 0001 Marco Hutter 0001 Jan Peters 0001 Guangjian Tian Yuzheng Zhuang Kun Shao Xingyue Quan Jianye Hao Jun Wang 0012 Haitham Bou-Ammar ROS-LLM: A ROS framework for embodied AI with task feedback and structured reasoning. 2024 abs/2406.19741 CoRR https://doi.org/10.48550/arXiv.2406.19741 db/journals/corr/corr2406.html#abs-2406-19741 streams/journals/corr

Min Zhang Jianye Hao Xian Fu Peilong Han Hao Zhang 0004 Lei Shi Hongyao Tang Yan Zheng 0002 MFE-ETP: A Comprehensive Evaluation Benchmark for Multi-modal Foundation Models on Embodied Task Planning. 2024 abs/2407.05047 CoRR https://doi.org/10.48550/arXiv.2407.05047 db/journals/corr/corr2407.html#abs-2407-05047 streams/journals/corr

Yihang Xiao Jinyi Liu 0002 Yan Zheng 0002 Xiaohan Xie Jianye Hao Mingzhi Li Ruitao Wang Fei Ni 0001 Yuxiao Li Jintian Luo Shaoqing Jiao Jiajie Peng CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis. 2024 abs/2407.09811 CoRR https://doi.org/10.48550/arXiv.2407.09811 db/journals/corr/corr2407.html#abs-2407-09811 streams/journals/corr

Zhihai Wang Zijie Geng Zhaojie Tu Jie Wang 0005 Yuxi Qian Zhexuan Xu Ziyan Liu Siyuan Xu Zhentao Tang Shixiong Kai Mingxuan Yuan Jianye Hao Bin Li 0025 Yongdong Zhang 0001 Feng Wu 0001 Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms. 2024 abs/2407.15026 CoRR https://doi.org/10.48550/arXiv.2407.15026 db/journals/corr/corr2407.html#abs-2407-15026 streams/journals/corr

Yueen Ma 0001 Dafeng Chi Shiguang Wu 0004 Yuecheng Liu Yuzheng Zhuang Jianye Hao Irwin King Actra: Optimized Transformer Architecture for Vision-Language-Action Models in Robot Learning. 2024 abs/2408.01147 CoRR https://doi.org/10.48550/arXiv.2408.01147 db/journals/corr/corr2408.html#abs-2408-01147 streams/journals/corr

Yifu Yuan Zhenrui Zheng Zibin Dong Jianye Hao MODULI: Unlocking Preference Generalization via Diffusion Models for Offline Multi-Objective Reinforcement Learning. 2024 abs/2408.15501 CoRR https://doi.org/10.48550/arXiv.2408.15501 db/journals/corr/corr2408.html#abs-2408-15501 streams/journals/corr

Jiaming Zhou Abbas Ghaddar Ge Zhang Liheng Ma Yaochen Hu 0001 Soumyasundar Pal Mark Coates Bin Wang 0034 Yingxue Zhang 0001 Jianye Hao Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data. 2024 abs/2409.12437 CoRR https://doi.org/10.48550/arXiv.2409.12437 db/journals/corr/corr2409.html#abs-2409-12437 streams/journals/corr

Lingfeng Zhang Yuening Wang Hongjian Gu Atia Hamidizadeh Zhanguang Zhang Yuecheng Liu Yutong Wang David Gamaliel Arcos Bravo Junyi Dong Shunbo Zhou Tongtong Cao Yuzheng Zhuang Yingxue Zhang 0001 Jianye Hao ET-Plan-Bench: Embodied Task-level Planning Benchmark Towards Spatial-Temporal Cognition with Foundation Models. 2024 abs/2410.14682 CoRR https://doi.org/10.48550/arXiv.2410.14682 db/journals/corr/corr2410.html#abs-2410-14682 streams/journals/corr

Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang 0012 Kun Shao DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents. 2024 abs/2410.14803 CoRR https://doi.org/10.48550/arXiv.2410.14803 db/journals/corr/corr2410.html#abs-2410-14803 streams/journals/corr

Jingxuan Chen Derek Yuen Bin Xie Yuhao Yang 0008 Gongwei Chen Zhihao Wu Li Yixing Xurui Zhou Weiwen Liu Shuai Wang 0020 Kaiwen Zhou 0001 Rui Shao 0001 Liqiang Nie Yasheng Wang Jianye Hao Jun Wang 0012 Kun Shao SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation. 2024 abs/2410.15164 CoRR https://doi.org/10.48550/arXiv.2410.15164 db/journals/corr/corr2410.html#abs-2410-15164 streams/journals/corr

Xinyi Zhou 0010 Xing Li 0023 Yingzhao Lian Yiwen Wang Lei Chen 0031 Mingxuan Yuan Jianye Hao Guangyong Chen Pheng-Ann Heng SeaDAG: Semi-autoregressive Diffusion for Conditional Directed Acyclic Graph Generation. 2024 abs/2410.16119 CoRR https://doi.org/10.48550/arXiv.2410.16119 db/journals/corr/corr2410.html#abs-2410-16119 streams/journals/corr

Filippos Christianos Georgios Papoudakis Thomas Coste Jianye Hao Jun Wang 0012 Kun Shao Lightweight Neural App Control. 2024 abs/2410.17883 CoRR https://doi.org/10.48550/arXiv.2410.17883 db/journals/corr/corr2410.html#abs-2410-17883 streams/journals/corr

Reza Moravej Saurabh Bodhe Zhanguang Zhang Didier Chételat Dimitrios Tsaras Yingxue Zhang 0001 Hui-Ling Zhen Jianye Hao Mingxuan Yuan The Graph's Apprentice: Teaching an LLM Low Level Knowledge for Circuit Quality Estimation. 2024 abs/2411.00843 CoRR https://doi.org/10.48550/arXiv.2411.00843 db/journals/corr/corr2411.html#abs-2411-00843 streams/journals/corr

Antoine Grosnit Alexandre Maraval James Doran Giuseppe Paolo Albert Thomas 0001 Refinath Shahul Hameed Nabeezath Beevi Jonas Gonzalez Khyati Khandelwal Ignacio Iacobacci Abdelhakim Benechehab Hamza Cherkaoui Youssef Attia El Hili Kun Shao Jianye Hao Jun Yao Balázs Kégl Haitham Bou-Ammar Jun Wang 0012 Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level. 2024 abs/2411.03562 CoRR https://doi.org/10.48550/arXiv.2411.03562 db/journals/corr/corr2411.html#abs-2411-03562 streams/journals/corr

Ge Zhang Mohammad Ali Alomrani Hongjian Gu Jiaming Zhou Yaochen Hu 0001 Bin Wang 0034 Qun Liu 0001 Mark Coates Yingxue Zhang 0001 Jianye Hao Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models. 2024 abs/2412.17963 CoRR https://doi.org/10.48550/arXiv.2412.17963 db/journals/corr/corr2412.html#abs-2412-17963 streams/journals/corr

Yuanqiang Yu Peng Zhang Kai Zhao Yan Zheng 0002 Jianye Hao Accelerating deep reinforcement learning via knowledge-guided policy network. 17 2023 June 37 Auton. Agents Multi Agent Syst. 1 https://doi.org/10.1007/s10458-023-09600-1 db/journals/aamas/aamas37.html#YuZZZH23

Tianpei Yang Weixun Wang Jianye Hao Matthew E. Taylor Yong Liu 0007 Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Chunxu Ren Ye Huang Jiangcheng Zhu Yang Gao 0001 ASN: action semantics network for multiagent reinforcement learning. 45 2023 October 37 Auton. Agents Multi Agent Syst. 2 https://doi.org/10.1007/s10458-023-09628-3 db/journals/aamas/aamas37.html#YangWHTLHHCFRHZG23

Wei Chen 0088 Zhiwei Li Hongyi Fang Qianyuan Yao Cheng Zhong Jianye Hao Qi Zhang 0001 Xuanjing Huang 0001 Jiajie Peng Zhongyu Wei A benchmark for automatic medical consultation system: frameworks, tasks and datasets. 2023 January 39 Bioinform. 1 https://doi.org/10.1093/bioinformatics/btac817 db/journals/bioinformatics/bioinformatics39.html#ChenLFYZHZHPW23

Ran Chen 0001 Shoubo Hu Zhitang Chen Shengyu Zhu 0001 Bei Yu 0001 Pengyun Li Cheng Chen Yu Huang 0005 Jianye Hao A Unified Framework for Layout Pattern Analysis With Deep Causal Estimation. 1199-1211 2023 April 42 IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 4 https://doi.org/10.1109/TCAD.2022.3192363 db/journals/tcad/tcad42.html#ChenHCZYLCHH23

Yuanheng Zhu Weifan Li Mengchen Zhao Jianye Hao Dongbin Zhao Empirical Policy Optimization for n-Player Markov Games. 6443-6455 2023 October 53 IEEE Trans. Cybern. 10 https://doi.org/10.1109/TCYB.2022.3179775 db/journals/tcyb/tcyb53.html#ZhuLZHZ23

Yunqi Wang Furui Liu Zhitang Chen Yik-Chung Wu Jianye Hao Guangyong Chen Pheng-Ann Heng Contrastive-ACE: Domain Generalization Through Alignment of Causal Mechanisms. 235-250 2023 32 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2022.3227457 db/journals/tip/tip32.html#WangLCWHCH23

Matthieu Zimmer Xuening Feng Claire Glanois Zhaohui Jiang Jianyi Zhang Paul Weng Dong Li 0016 Jianye Hao Wulong Liu Differentiable Logic Machines. 2023 2023 Trans. Mach. Learn. Res. https://openreview.net/forum?id=mXfkKtu5JA db/journals/tmlr/tmlr2023.html#ZimmerFGJZW0HL23

Guangzheng Hu Yuanheng Zhu Dongbin Zhao Mengchen Zhao Jianye Hao Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning. 3966-3978 2023 August 34 IEEE Trans. Neural Networks Learn. Syst. 8 https://doi.org/10.1109/TNNLS.2021.3121546 db/journals/tnn/tnn34.html#HuZZZH23

Mengyue Yang Guohao Cai Furui Liu Jiarui Jin Zhenhua Dong Xiuqiang He 0001 Jianye Hao Weiqi Shao Jun Wang 0012 Xu Chen 0017 Debiased Recommendation with User Feature Balancing. 114:1-114:25 2023 October 41 ACM Trans. Inf. Syst. 4 https://doi.org/10.1145/3580594 https://www.wikidata.org/entity/Q131018598 db/journals/tois/tois41.html#YangCLJDHHSWC23

Yuening Wang Yingxue Zhang 0001 Antonios Valkanas Ruiming Tang Chen Ma 0001 Jianye Hao Mark Coates Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. 4711-4719 2023 AAAI https://doi.org/10.1609/aaai.v37i4.25595 conf/aaai/2023 db/conf/aaai/aaai2023.html#Wang0VT0HC23 Hebin Liang Yi Ma 0005 Zilin Cao Tianyang Liu Fei Ni 0001 Zhigang Li Jianye Hao SplitNet: A Reinforcement Learning Based Sequence Splitting Method for the MinMax Multiple Travelling Salesman Problem. 8720-8727 2023 AAAI https://doi.org/10.1609/aaai.v37i7.26049 conf/aaai/2023 db/conf/aaai/aaai2023.html#LiangMCLNLH23 Zifan Wu Chao Yu 0004 Chen Chen 0077 Jianye Hao Hankz Hankui Zhuo Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning. 10435-10443 2023 AAAI https://doi.org/10.1609/aaai.v37i9.26241 conf/aaai/2023 db/conf/aaai/aaai2023.html#WuYCHZ23 Mehrtash Mehrabi Walid Masoudimansour Yingxue Zhang 0001 Jie Chuai Zhitang Chen Mark Coates Jianye Hao Yanhui Geng Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network. 14400-14407 2023 AAAI https://doi.org/10.1609/aaai.v37i12.26684 conf/aaai/2023 db/conf/aaai/aaai2023.html#MehrabiMZCCCHG23 Amur Ghose Yingxue Zhang 0001 Jianye Hao Mark Coates Spectral Augmentations for Graph Contrastive Learning. 11213-11266 2023 AISTATS https://proceedings.mlr.press/v206/ghose23a.html conf/aistats/2023 db/conf/aistats/aistats2023.html#Ghose0HC23 Wei Qiu 0001 Weixun Wang Rundong Wang Bo An 0001 Yujing Hu Svetlana Obraztsova Zinovi Rabinovich Jianye Hao Yingfeng Chen Changjie Fan Off-Beat Multi-Agent Reinforcement Learning. 2424-2426 2023 AAMAS https://dl.acm.org/doi/10.5555/3545946.3598955 conf/atal/2023 db/conf/atal/aamas2023.html#0001WW0HORHCF23 Jizhou Wu Tianpei Yang Xiaotian Hao Jianye Hao Yan Zheng 0002 Weixun Wang Matthew E. Taylor PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning. 2460-2462 2023 AAMAS https://dl.acm.org/doi/10.5555/3545946.3598967 conf/atal/2023 db/conf/atal/aamas2023.html#WuYHHZWT23 Siqi Chen 0001 Qisong Sun Heng You Tianpei Yang Jianye Hao Transfer Learning based Agent for Automated Negotiation. 2895-2898 2023 AAMAS https://dl.acm.org/doi/10.5555/3545946.3599115 conf/atal/2023 db/conf/atal/aamas2023.html#ChenSYYH23 Yuanyi Ren Hang Ni Yingxue Zhang 0001 Xi Wang Guojie Song Dong Li 0016 Jianye Hao Dual-Process Graph Neural Network for Diversified Recommendation. 2126-2135 2023 CIKM https://doi.org/10.1145/3583780.3614853 https://www.wikidata.org/entity/Q130949306 conf/cikm/2023 db/conf/cikm/cikm2023.html#RenNZWSLH23 Hebin Liang Zibin Dong Yi Ma 0005 Xiaotian Hao Yan Zheng 0002 Jianye Hao A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving. 4695-4701 2023 CIKM https://doi.org/10.1145/3583780.3615454 conf/cikm/2023 db/conf/cikm/cikm2023.html#LiangDMHZH23 Mingyang Sun Mengchen Zhao Yaqing Hou Minglei Li 0001 Huang Xu 0003 Songcen Xu Jianye Hao Co-speech Gesture Synthesis by Reinforcement Learning with Contrastive Pretrained Rewards. 2331-2340 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.00231 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#SunZH0XXH23 Zhengbang Zhu Shenyu Zhang 0001 Yuzheng Zhuang Yuecheng Liu Minghuan Liu Ziqing Gong Shixiong Kai Qiang Gu Bin Wang 0034 Siyuan Cheng 0012 Xinyu Wang 0001 Jianye Hao Yong Yu 0001 RITA: Boost Driving Simulators with Realistic Interactive Traffic Flow. 6:1-6:10 2023 DAI https://doi.org/10.1145/3627676.3627681 https://www.wikidata.org/entity/Q130935100 conf/dai2/2023 db/conf/dai2/dai2023.html#ZhuZZLLGKGW0WH023 Shixiong Kai Chak-Wa Pui Fangzhou Wang Shougao Jiang Bin Wang 0034 Yu Huang 0005 Jianye Hao TOFU: A Two-Step Floorplan Refinement Framework for Whitespace Reduction. 1-5 2023 DATE https://doi.org/10.23919/DATE56975.2023.10137175 conf/date/2023 db/conf/date/date2023.html#KaiPWJWHH23 Junyi Wang Yuanyang Zhu Zhi Wang 0001 Yan Zheng 0002 Jianye Hao Chunlin Chen 0001 BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization. 2475-2482 2023 ECAI https://doi.org/10.3233/FAIA230551 conf/ecai/2023 db/conf/ecai/ecai2023.html#WangZWZHC23 Yongliang Lv Yuanqiang Yu Yan Zheng 0002 Jianye Hao Yongming Wen Yue Yu Limited Information Opponent Modeling. 511-522 2023 ICANN (8) https://doi.org/10.1007/978-3-031-44198-1_42 conf/icann/2023-8 db/conf/icann/icann2023-8.html#LvYZHWY23 Peiyu Wang Anqi Lu Xing Li 0023 Junjie Ye 0002 Lei Chen 0031 Mingxuan Yuan Jianye Hao Junchi Yan EasyMap: Improving Technology Mapping via Exploration-Enhanced Heuristics and Adaptive Sequencing. 1-9 2023 ICCAD https://doi.org/10.1109/ICCAD57390.2023.10323703 conf/iccad/2023 db/conf/iccad/iccad2023.html#WangLLYCYHY23 Jianyong Yuan Peiyu Wang Junjie Ye 0002 Mingxuan Yuan Jianye Hao Junchi Yan EasySO: Exploration-enhanced Reinforcement Learning for Logic Synthesis Sequence Optimization and a Comprehensive RL Environment. 1-9 2023 ICCAD https://doi.org/10.1109/ICCAD57390.2023.10323973 conf/iccad/2023 db/conf/iccad/iccad2023.html#YuanWYYHY23 Hao Chen 0193 Jiaze Wang Kun Shao Furui Liu Jianye Hao Chenyong Guan Guangyong Chen Pheng-Ann Heng Traj-MAE: Masked Autoencoders for Trajectory Prediction. 8317-8328 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00767 conf/iccv/2023 db/conf/iccv/iccv2023.html#ChenWSLHGCH23 Jiajun Fan Yuzheng Zhuang Yuecheng Liu Jianye Hao Bin Wang 0034 Jiangcheng Zhu Hao Wang 0049 Shu-Tao Xia Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection. 2023 ICLR https://openreview.net/forum?id=FeWvD0L_a4 conf/iclr/2023 db/conf/iclr/iclr2023.html#FanZLH0ZWX23 Jianye Hao Xiaotian Hao Hangyu Mao Weixun Wang Yaodong Yang 0002 Dong Li 0016 Yan Zheng 0002 Zhen Wang 0004 Boosting Multiagent Reinforcement Learning via Permutation Invariant and Permutation Equivariant Networks. 2023 ICLR https://openreview.net/forum?id=OxNQXyZK-K8 conf/iclr/2023 db/conf/iclr/iclr2023.html#HaoHMW00ZW23 Jianye Hao Pengyi Li 0001 Hongyao Tang Yan Zheng 0002 Xian Fu Zhaopeng Meng ERL-Re$^2$: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation. 2023 ICLR https://openreview.net/forum?id=FYZCHEtt6H0 conf/iclr/2023 db/conf/iclr/iclr2023.html#HaoLTZFM23 Wenqian Li Yinchuan Li Zhigang Li Jianye Hao Yan Pang DAG Matters! GFlowNets Enhanced Explainer for Graph Neural Networks. 2023 ICLR https://openreview.net/forum?id=jgmuRzM-sb6 conf/iclr/2023 db/conf/iclr/iclr2023.html#LiLLHP23 Yinchuan Li Shuang Luo Yunfeng Shao 0001 Jianye Hao GFlowNets with Human Feedback. 2023 Tiny Papers @ ICLR https://openreview.net/forum?id=2KxH_4US0ZH conf/iclr/2023tiny db/conf/iclr/iclr2023tiny.html#LiLSH23 Yinchuan Li Shuang Luo Haozhi Wang Jianye Hao CFlowNets: Continuous Control with Generative Flow Networks. 2023 ICLR https://openreview.net/forum?id=yAYHho4fATa conf/iclr/2023 db/conf/iclr/iclr2023.html#LiLWH23 Haozhi Wang Yunfeng Shao 0001 Jianye Hao Yinchuan Li Regularized Offline GFlowNets. 2023 Tiny Papers @ ICLR https://openreview.net/forum?id=kbhUUAMZmQT conf/iclr/2023tiny db/conf/iclr/iclr2023tiny.html#WangSHL23 Qizhou Wang Junjie Ye 0002 Feng Liu 0003 Quanyu Dai Marcus Kalander Tongliang Liu Jianye Hao Bo Han 0003 Out-of-distribution Detection with Implicit Outlier Transformation. 2023 ICLR https://openreview.net/forum?id=hdghx6wbGuD conf/iclr/2023 db/conf/iclr/iclr2023.html#WangY0DKLH023 Yifu Yuan Jianye Hao Fei Ni 0001 Yao Mu 0001 Yan Zheng 0002 Yujing Hu Jinyi Liu 0002 Yingfeng Chen Changjie Fan EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model. 2023 ICLR https://openreview.net/forum?id=xQAjSr64PTc conf/iclr/2023 db/conf/iclr/iclr2023.html#YuanHNMZHLCF23 Yao Lai Jinxin Liu Zhentao Tang Bin Wang 0034 Jianye Hao Ping Luo 0002 ChiPFormer: Transferable Chip Placement via Offline Decision Transformer. 18346-18364 2023 ICML https://proceedings.mlr.press/v202/lai23c.html conf/icml/2023 db/conf/icml/icml2023.html#LaiLTWH023 Pengyi Li 0001 Jianye Hao Hongyao Tang Yan Zheng 0002 Xian Fu RACE: Improve Multi-Agent Reinforcement Learning with Representation Asymmetry and Collaborative Evolution. 19490-19503 2023 ICML https://proceedings.mlr.press/v202/li23i.html conf/icml/2023 db/conf/icml/icml2023.html#LiHTZF23 Fei Ni 0001 Jianye Hao Yao Mu 0001 Yifu Yuan Yan Zheng 0002 Bin Wang 0034 Zhixuan Liang MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL. 26087-26105 2023 ICML https://proceedings.mlr.press/v202/ni23a.html conf/icml/2023 db/conf/icml/icml2023.html#NiHMYZWL23 Ming Yan 0010 Junjie Chen 0003 Hangyu Mao Jiajun Jiang Jianye Hao Xingjian Li 0007 Zhao Tian Zhichao Chen Dong Li 0016 Zhangkong Xian Yanwei Guo Wulong Liu Bin Wang 0034 Yuefeng Sun Yongshun Cui Achieving Last-Mile Functional Coverage in Testing Chip Design Software Implementations. 343-354 2023 ICSE-SEIP https://doi.org/10.1109/ICSE-SEIP58684.2023.00037 https://www.wikidata.org/entity/Q130864018 conf/icse/2023seip db/conf/icse/seip2023.html#YanCMJHLTCLXGLWSC23 Yinchuan Li Zhigang Li Wenqian Li Yunfeng Shao 0001 Yan Zheng 0002 Jianye Hao Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs. 3939-3947 2023 IJCAI https://doi.org/10.24963/ijcai.2023/438 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#LiLL0ZH23 Yuanqiang Yu Tianpei Yang Yongliang Lv Yan Zheng 0002 Jianye Hao T3S: Improving Multi-Task Reinforcement Learning with Task-Specific Feature Selector and Scheduler. 1-8 2023 IJCNN https://doi.org/10.1109/IJCNN54540.2023.10191536 conf/ijcnn/2023 db/conf/ijcnn/ijcnn2023.html#YuYLZH23 Didi Zhu Yinchuan Li Yunfeng Shao 0001 Jianye Hao Fei Wu 0001 Kun Kuang 0001 Jun Xiao 0001 Chao Wu 0001 Generalized Universal Domain Adaptation with Generative Flow Networks. 8304-8315 2023 ACM Multimedia https://doi.org/10.1145/3581783.3612225 https://www.wikidata.org/entity/Q131013296 conf/mm/2023 db/conf/mm/mm2023.html#ZhuL0HWK0W23 Siqi Chen 0001 Tianpei Yang Heng You Jianing Zhao Jianye Hao Gerhard Weiss 0001 Transfer Reinforcement Learning Based Negotiating Agent Framework. 386-397 2023 PAKDD (2) https://doi.org/10.1007/978-3-031-33377-4_30 conf/pakdd/2023-2 db/conf/pakdd/pakdd2023-2.html#ChenYYZHW23 Jing Wang 0055 Mengchen Zhao Wei Xia 0001 Zhenhua Dong Ruiming Tang Rui Zhang 0003 Jianye Hao Guangyong Chen Pheng-Ann Heng RLMixer: A Reinforcement Learning Approach for Integrated Ranking with Contrastive User Preference Modeling. 400-413 2023 PAKDD (3) https://doi.org/10.1007/978-3-031-33380-4_31 conf/pakdd/2023-3 db/conf/pakdd/pakdd2023-3.html#WangZXDTZHCH23 Taichi Liu Chen Gao 0001 Zhenyu Wang 0005 Dong Li 0016 Jianye Hao Depeng Jin Yong Li 0008 Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation. 2466-2470 2023 SIGIR https://doi.org/10.1145/3539618.3592078 https://www.wikidata.org/entity/Q131014277 conf/sigir/2023 db/conf/sigir/sigir2023.html#LiuGWLHJL23 Zhenyang Li Yancheng Dong Chen Gao 0001 Yizhou Zhao Dong Li 0016 Jianye Hao Kai Zhang 0012 Yong Li 0008 Zhi Wang 0001 Breaking Filter Bubble: A Reinforcement Learning Framework of Controllable Recommender System. 4041-4049 2023 WWW https://doi.org/10.1145/3543507.3583856 https://www.wikidata.org/entity/Q131016191 conf/www/2023 db/conf/www/www2023.html#LiDGZLHZLW23 Makoto Yokoo Hong Qiao Yevgeniy Vorobeychik Jianye Hao Distributed Artificial Intelligence - 4th International Conference, DAI 2022, Tianjin, China, December 15-17, 2022, Proceedings DAI Springer 2023 Lecture Notes in Computer Science 13824 978-3-031-25548-9 978-3-031-25549-6 https://doi.org/10.1007/978-3-031-25549-6 db/conf/dai2/dai2022.html

Mehrtash Mehrabi Walid Masoudimansour Yingxue Zhang 0001 Jie Chuai Zhitang Chen Mark Coates Jianye Hao Yanhui Geng Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network. 2023 abs/2301.03412 CoRR https://doi.org/10.48550/arXiv.2301.03412 db/journals/corr/corr2301.html#abs-2301-03412

Zifan Wu Chao Yu 0004 Chen Chen 0077 Jianye Hao Hankz Hankui Zhuo Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning. 2023 abs/2301.08502 CoRR https://doi.org/10.48550/arXiv.2301.08502 db/journals/corr/corr2301.html#abs-2301-08502

Junlong Lyu Zhitang Chen Wenlong Lyu Jianye Hao Reweighted Interacting Langevin Diffusions: an Accelerated Sampling Methodfor Optimization. 2023 abs/2301.12640 CoRR https://doi.org/10.48550/arXiv.2301.12640 db/journals/corr/corr2301.html#abs-2301-12640

Amur Ghose Yingxue Zhang 0001 Jianye Hao Mark Coates Spectral Augmentations for Graph Contrastive Learning. 2023 abs/2302.02909 CoRR https://doi.org/10.48550/arXiv.2302.02909 db/journals/corr/corr2302.html#abs-2302-02909

Hongyao Tang Min Zhang Jianye Hao The Ladder in Chaos: A Simple and Effective Improvement to General DRL Algorithms by Policy Path Trimming and Boosting. 2023 abs/2303.01391 CoRR https://doi.org/10.48550/arXiv.2303.01391 db/journals/corr/corr2303.html#abs-2303-01391

Yinchuan Li Shuang Luo Haozhi Wang Jianye Hao CFlowNets: Continuous Control with Generative Flow Networks. 2023 abs/2303.02430 CoRR https://doi.org/10.48550/arXiv.2303.02430 db/journals/corr/corr2303.html#abs-2303-02430

Wenqian Li Yinchuan Li Zhigang Li Jianye Hao Yan Pang DAG Matters! GFlowNets Enhanced Explainer For Graph Neural Networks. 2023 abs/2303.02448 CoRR https://doi.org/10.48550/arXiv.2303.02448 db/journals/corr/corr2303.html#abs-2303-02448

Bowen Wang 0017 Chen Liang Jiaze Wang Furui Liu Shaogang Hao Dong Li 0016 Jianye Hao Guangyong Chen Xiaolong Zou Pheng-Ann Heng DR-Label: Improving GNN Models for Catalysis Systems by Label Deconstruction and Reconstruction. 2023 abs/2303.02875 CoRR https://doi.org/10.48550/arXiv.2303.02875 db/journals/corr/corr2303.html#abs-2303-02875

Qizhou Wang Junjie Ye 0002 Feng Liu 0003 Quanyu Dai Marcus Kalander Tongliang Liu Jianye Hao Bo Han 0003 Out-of-distribution Detection with Implicit Outlier Transformation. 2023 abs/2303.05033 CoRR https://doi.org/10.48550/arXiv.2303.05033 db/journals/corr/corr2303.html#abs-2303-05033

Hao Chen 0193 Jiaze Wang Kun Shao Furui Liu Jianye Hao Chenyong Guan Guangyong Chen Pheng-Ann Heng Traj-MAE: Masked Autoencoders for Trajectory Prediction. 2023 abs/2303.06697 CoRR https://doi.org/10.48550/arXiv.2303.06697 db/journals/corr/corr2303.html#abs-2303-06697

Zifan Wu Chao Yu 0004 Chen Chen 0077 Jianye Hao Hankz Hankui Zhuo Models as Agents: Optimizing Multi-Step Predictions of Interactive Local Models in Model-Based Multi-Agent Reinforcement Learning. 2023 abs/2303.17984 CoRR https://doi.org/10.48550/arXiv.2303.17984 db/journals/corr/corr2303.html#abs-2303-17984

Haozhi Wang Yinchuan Li Qing Wang 0015 Yunfeng Shao 0001 Jianye Hao Multi-agent Policy Reciprocity with Theoretical Guarantee. 2023 abs/2304.05632 CoRR https://doi.org/10.48550/arXiv.2304.05632 db/journals/corr/corr2304.html#abs-2304-05632

Yinchuan Li Zhigang Li Wenqian Li Yunfeng Shao 0001 Yan Zheng 0002 Jianye Hao Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs. 2023 abs/2304.11989 CoRR https://doi.org/10.48550/arXiv.2304.11989 db/journals/corr/corr2304.html#abs-2304-11989

Yuening Wang Yingxue Zhang 0001 Antonios Valkanas Ruiming Tang Chen Ma 0001 Jianye Hao Mark Coates Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems. 2023 abs/2305.01204 CoRR https://doi.org/10.48550/arXiv.2305.01204 db/journals/corr/corr2305.html#abs-2305-01204

Didi Zhu Yinchuan Li Yunfeng Shao 0001 Jianye Hao Fei Wu 0001 Kun Kuang 0001 Jun Xiao 0001 Chao Wu 0001 Generalized Universal Domain Adaptation with Generative Flow Networks. 2023 abs/2305.04466 CoRR https://doi.org/10.48550/arXiv.2305.04466 db/journals/corr/corr2305.html#abs-2305-04466

Jiajun Fan Yuzheng Zhuang Yuecheng Liu Jianye Hao Bin Wang 0034 Jiangcheng Zhu Hao Wang 0049 Shu-Tao Xia Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection. 2023 abs/2305.05239 CoRR https://doi.org/10.48550/arXiv.2305.05239 db/journals/corr/corr2305.html#abs-2305-05239

Yinchuan Li Shuang Luo Yunfeng Shao 0001 Jianye Hao GFlowNets with Human Feedback. 2023 abs/2305.07036 CoRR https://doi.org/10.48550/arXiv.2305.07036 db/journals/corr/corr2305.html#abs-2305-07036

Fei Ni 0001 Jianye Hao Yao Mu 0001 Yifu Yuan Yan Zheng 0002 Bin Wang 0034 Zhixuan Liang MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL. 2023 abs/2305.19923 CoRR https://doi.org/10.48550/arXiv.2305.19923 db/journals/corr/corr2305.html#abs-2305-19923

Xuechen Mu Hankz Hankui Zhuo Chen Chen 0077 Kai Zhang 0012 Chao Yu 0004 Jianye Hao Hierarchical Task Network Planning for Facilitating Cooperative Multi-Agent Reinforcement Learning. 2023 abs/2306.08359 CoRR https://doi.org/10.48550/arXiv.2306.08359 db/journals/corr/corr2306.html#abs-2306-08359

Yao Lai Jinxin Liu Zhentao Tang Bin Wang 0034 Jianye Hao Ping Luo 0002 ChiPFormer: Transferable Chip Placement via Offline Decision Transformer. 2023 abs/2306.14744 CoRR https://doi.org/10.48550/arXiv.2306.14744 db/journals/corr/corr2306.html#abs-2306-14744

Jinyi Liu 0002 Yi Ma 0005 Jianye Hao Yujing Hu Yan Zheng 0002 Tangjie Lv Changjie Fan Prioritized Trajectory Replay: A Replay Memory for Data-driven Reinforcement Learning. 2023 abs/2306.15503 CoRR https://doi.org/10.48550/arXiv.2306.15503 db/journals/corr/corr2306.html#abs-2306-15503

Yueen Ma 0001 Dafeng Chi Jingjing Li 0007 Yuzheng Zhuang Jianye Hao Irwin King VOLTA: Diverse and Controllable Question-Answer Pair Generation with Variational Mutual Information Maximizing Autoencoder. 2023 abs/2307.00852 CoRR https://doi.org/10.48550/arXiv.2307.00852 db/journals/corr/corr2307.html#abs-2307-00852

Fei Zhang Yunjie Ye Lei Feng 0006 Zhongwen Rao Jieming Zhu Marcus Kalander Chen Gong 0002 Jianye Hao Bo Han 0003 Exploiting Counter-Examples for Active Learning with Partial labels. 2023 abs/2307.07413 CoRR https://doi.org/10.48550/arXiv.2307.07413 db/journals/corr/corr2307.html#abs-2307-07413

Junyi Wang Yuanyang Zhu Zhi Wang 0001 Yan Zheng 0002 Jianye Hao Chunlin Chen 0001 BiERL: A Meta Evolutionary Reinforcement Learning Framework via Bilevel Optimization. 2023 abs/2308.01207 CoRR https://doi.org/10.48550/arXiv.2308.01207 db/journals/corr/corr2308.html#abs-2308-01207

Taichi Liu Chen Gao 0001 Zhenyu Wang 0005 Dong Li 0016 Jianye Hao Depeng Jin Yong Li 0008 Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation. 2023 abs/2308.03470 CoRR https://doi.org/10.48550/arXiv.2308.03470 db/journals/corr/corr2308.html#abs-2308-03470

Zhihai Wang Lei Chen 0031 Jie Wang 0005 Xing Li 0023 Yinqi Bai Xijun Li Mingxuan Yuan Jianye Hao Yongdong Zhang 0001 Feng Wu 0001 A Circuit Domain Generalization Framework for Efficient Logic Synthesis in Chip Design. 2023 abs/2309.03208 CoRR https://doi.org/10.48550/arXiv.2309.03208 db/journals/corr/corr2309.html#abs-2309-03208

Zibin Dong Yifu Yuan Jianye Hao Fei Ni 0001 Yao Mu 0001 Yan Zheng 0002 Yujing Hu Tangjie Lv Changjie Fan Zhipeng Hu AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model. 2023 abs/2310.02054 CoRR https://doi.org/10.48550/arXiv.2310.02054 db/journals/corr/corr2310.html#abs-2310-02054

Yi Ma 0005 Chenjun Xiao Hebin Liang Jianye Hao Rethinking Decision Transformer via Hierarchical Reinforcement Learning. 2023 abs/2311.00267 CoRR https://doi.org/10.48550/arXiv.2311.00267 db/journals/corr/corr2311.html#abs-2311-00267

Jinyi Liu 0002 Zhi Wang 0001 Yan Zheng 0002 Jianye Hao Chenjia Bai Junjie Ye 0002 Zhen Wang 0004 Haiyin Piao Yang Sun OVD-Explorer: Optimism Should Not Be the Sole Pursuit of Exploration in Noisy Environments. 2023 abs/2312.12145 CoRR https://doi.org/10.48550/arXiv.2312.12145 db/journals/corr/corr2312.html#abs-2312-12145

Filippos Christianos Georgios Papoudakis Matthieu Zimmer Thomas Coste Zhihao Wu Jingxuan Chen Khyati Khandelwal James Doran Xidong Feng Jiacheng Liu Zheng Xiong Yicheng Luo Jianye Hao Kun Shao Haitham Bou-Ammar Jun Wang 0012 Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning. 2023 abs/2312.14878 CoRR https://doi.org/10.48550/arXiv.2312.14878 db/journals/corr/corr2312.html#abs-2312-14878

Caiwei Zhen Yuxian Wang Jiaquan Geng Lu Han Jingyi Li Jinghao Peng Tao Wang 0082 Jianye Hao Xuequn Shang 0001 Zhongyu Wei Peican Zhu Jiajie Peng A review and performance evaluation of clustering frameworks for single-cell Hi-C data. 2022 23 Briefings Bioinform. 6 https://doi.org/10.1093/bib/bbac385 db/journals/bib/bib23.html#ZhenWGHLPWHSWZP22

Alexander I. Cowen-Rivers Wenlong Lyu Rasul Tutunov Zhi Wang 0001 Antoine Grosnit Ryan-Rhys Griffiths Alexandre Max Maraval Jianye Hao Jun Wang 0012 Jan Peters 0001 Haitham Bou-Ammar HEBO: An Empirical Study of Assumptions in Bayesian Optimisation. 1269-1349 2022 74 J. Artif. Intell. Res. https://doi.org/10.1613/jair.1.13643 https://www.wikidata.org/entity/Q114594306 db/journals/jair/jair74.html#Cowen-RiversLTW22

Jian Zhao 0018 Youpeng Zhao 0001 Weixun Wang Mingyu Yang 0003 Xunhan Hu Wengang Zhou 0001 Jianye Hao Houqiang Li Coach-assisted multi-agent reinforcement learning framework for unexpected crashed agents. 1032-1042 2022 23 Frontiers Inf. Technol. Electron. Eng. 7 https://doi.org/10.1631/FITEE.2100594 db/journals/jzusc/jzusc23.html#ZhaoZWYHZHL22

Chengwei Zhang 0001 Zhuobing Han Bingfu Liu Wanli Xue Jianye Hao Xiaohong Li 0001 Dou An Rong Chen 0003 SCC-rFMQ: a multiagent reinforcement learning method in cooperative Markov games with continuous actions. 1927-1944 2022 13 Int. J. Mach. Learn. Cybern. 7 https://doi.org/10.1007/s13042-021-01497-0 db/journals/mlc/mlc13.html#ZhangHLXHLAC22

Zeren Huang Kerong Wang Furui Liu Hui-Ling Zhen Weinan Zhang 0001 Mingxuan Yuan Jianye Hao Yong Yu 0001 Jun Wang 0012 Learning to select cuts for efficient mixed-integer programming. 108353 2022 123 Pattern Recognit. https://doi.org/10.1016/j.patcog.2021.108353 db/journals/pr/pr123.html#HuangWLZZYHYW22

Hongyao Tang Zhaopeng Meng Jianye Hao Chen Chen 0077 Daniel Graves Dong Li 0016 Changmin Yu Hangyu Mao Wulong Liu Yaodong Yang 0002 Wenyuan Tao Li Wang What about Inputting Policy in Value Function: Policy Representation and Policy-Extended Value Function Approximator. 8441-8449 2022 AAAI https://doi.org/10.1609/aaai.v36i8.20820 https://www.wikidata.org/entity/Q113424391 conf/aaai/2022 db/conf/aaai/aaai2022.html#TangMHCGLYML0TW22 Wenhan Huang Kai Li 0022 Kun Shao Tianze Zhou Jun Luo 0009 Dongge Wang 0001 Hangyu Mao Jianye Hao Jun Wang 0012 Xiaotie Deng Multiagent Q-learning with Sub-Team Coordination. 1630-1632 2022 AAMAS https://www.ifaamas.org/Proceedings/aamas2022/pdfs/p1630.pdf https://dl.acm.org/doi/10.5555/3535850.3536058 conf/atal/2022 db/conf/atal/aamas2022.html#HuangLSZLWMHWD22 Zipeng Dai Tianze Zhou Kun Shao David Henry Mguni Bin Wang 0034 Jianye Hao Socially-Attentive Policy Optimization in Multi-Agent Self-Driving System. 946-955 2022 CoRL https://proceedings.mlr.press/v205/dai23a.html conf/corl/2022 db/conf/corl/corl2022.html#DaiZSMWH22 Bowen Wang 0017 Guibao Shen Dong Li 0016 Jianye Hao Wulong Liu Yu Huang 0005 Hongzhong Wu Yibo Lin Guangyong Chen Pheng-Ann Heng LHNN: lattice hypergraph neural network for VLSI congestion prediction. 1297-1302 2022 DAC https://doi.org/10.1145/3489517.3530675 https://www.wikidata.org/entity/Q131018008 conf/dac/2022 db/conf/dac/dac2022.html#WangSLHLHWLCH22 Yining Li Tianpei Yang Jianye Hao Yan Zheng 0002 Hongyao Tang Efficient Deep Reinforcement Learning via Policy-Extended Successor Feature Approximator. 29-44 2022 DAI https://doi.org/10.1007/978-3-031-25549-6_3 conf/dai2/2022 db/conf/dai2/dai2022.html#LiYHZT22 Yixu Gao Kun Shao Zhijian Duan 0001 Zhongyu Wei Dong Li 0016 Bin Wang 0034 Mengchen Zhao Jianye Hao Efficient Dual-Process Cognitive Recommender Balancing Accuracy and Diversity. 389-400 2022 DASFAA (3) https://doi.org/10.1007/978-3-031-00129-1_33 conf/dasfaa/2022-3 db/conf/dasfaa/dasfaa2022-3.html#GaoSDWLWZH22 Chang Feng Wenlong Lyu Zhitang Chen Junjie Ye 0002 Mingxuan Yuan Jianye Hao Batch Sequential Black-Box Optimization with Embedding Alignment Cells for Logic Synthesis. 56:1-56:9 2022 ICCAD https://doi.org/10.1145/3508352.3549363 https://ieeexplore.ieee.org/document/10069025 https://www.wikidata.org/entity/Q130836245 conf/iccad/2022 db/conf/iccad/iccad2022.html#FengLCYYH22 Xinyi Zhou 0010 Junjie Ye 0002 Chak-Wa Pui Kun Shao Guangliang Zhang Bin Wang 0034 Jianye Hao Guangyong Chen Pheng-Ann Heng Heterogeneous Graph Neural Network-Based Imitation Learning for Gate Sizing Acceleration. 57:1-57:9 2022 ICCAD https://doi.org/10.1145/3508352.3549361 https://ieeexplore.ieee.org/document/10069687 https://www.wikidata.org/entity/Q130965994 conf/iccad/2022 db/conf/iccad/iccad2022.html#ZhouYPSZWHCH22 Zheng Fang 0007 Ziyun Zhang Guojie Song Yingxue Zhang 0001 Dong Li 0016 Jianye Hao Xi Wang Invariant Factor Graph Neural Networks. 933-938 2022 ICDM https://doi.org/10.1109/ICDM54844.2022.00110 conf/icdm/2022 db/conf/icdm/icdm2022.html#0007ZSZLHW22 Pengjie Gu Mengchen Zhao Jianye Hao Bo An 0001 Online Ad Hoc Teamwork under Partial Observability. 2022 ICLR https://openreview.net/forum?id=18Ys0-PzyPI conf/iclr/2022 db/conf/iclr/iclr2022.html#GuZH022 Boyan Li Hongyao Tang Yan Zheng 0002 Jianye Hao Pengyi Li 0001 Zhen Wang 0004 Zhaopeng Meng Li Wang HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation. 2022 ICLR https://openreview.net/forum?id=64trBbOhdGU conf/iclr/2022 db/conf/iclr/iclr2022.html#LiTZHLWMW22 Changmin Yu Dong Li 0016 Jianye Hao Jun Wang 0012 Neil Burgess Learning State Representations via Retracing in Reinforcement Learning. 2022 ICLR https://openreview.net/forum?id=CLpxpXqqBV conf/iclr/2022 db/conf/iclr/iclr2022.html#YuLHWB22 Claire Glanois Zhaohui Jiang Xuening Feng Paul Weng Matthieu Zimmer Dong Li 0016 Wulong Liu Jianye Hao Neuro-Symbolic Hierarchical Rule Induction. 7583-7615 2022 ICML https://proceedings.mlr.press/v162/glanois22a.html conf/icml/2022 db/conf/icml/icml2022.html#GlanoisJFWZ0LH22 Pengjie Gu Mengchen Zhao Chen Chen 0077 Dong Li 0016 Jianye Hao Bo An 0001 Learning Pseudometric-based Action Representations for Offline Reinforcement Learning. 7902-7918 2022 ICML https://proceedings.mlr.press/v162/gu22b.html conf/icml/2022 db/conf/icml/icml2022.html#GuZCLHA22 Pengyi Li 0001 Hongyao Tang Tianpei Yang Xiaotian Hao Tong Sang Yan Zheng 0002 Jianye Hao Matthew E. Taylor Wenyuan Tao Zhen Wang 0004 PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration. 12979-12997 2022 ICML https://proceedings.mlr.press/v162/li22s.html conf/icml/2022 db/conf/icml/icml2022.html#LiTYHSZHTTW22 Minghuan Liu Zhengbang Zhu Yuzheng Zhuang Weinan Zhang 0001 Jianye Hao Yong Yu 0001 Jun Wang 0012 Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization. 14173-14196 2022 ICML https://proceedings.mlr.press/v162/liu22x.html conf/icml/2022 db/conf/icml/icml2022.html#LiuZZ0HYW22 Li Wang Yupeng Zhang Yujing Hu Weixun Wang Chongjie Zhang Yang Gao 0001 Jianye Hao Tangjie Lv Changjie Fan Individual Reward Assisted Multi-Agent Reinforcement Learning. 23417-23432 2022 ICML https://proceedings.mlr.press/v162/wang22ao.html conf/icml/2022 db/conf/icml/icml2022.html#WangZHWZGHLF22 Jiayu Miao Tianze Zhou Kun Shao Ming Zhou 0006 Weinan Zhang 0001 Jianye Hao Yong Yu 0001 Jun Wang 0012 Promoting Quality and Diversity in Population-based Reinforcement Learning via Hierarchical Trajectory Space Exploration. 7544-7550 2022 ICRA https://doi.org/10.1109/ICRA46639.2022.9811888 conf/icra/2022 db/conf/icra/icra2022.html#MiaoZSZZHYW22 Tong Sang Hongyao Tang Yi Ma 0005 Jianye Hao Yan Zheng 0002 Zhaopeng Meng Boyan Li Zhen Wang 0004 PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations. 3416-3422 2022 IJCAI https://doi.org/10.24963/ijcai.2022/474 conf/ijcai/2022 db/conf/ijcai/ijcai2022.html#SangTMHZMLW22 Xiaopeng Zhang 0009 Shoubo Hu Zhitang Chen Shengyu Zhu 0001 Evangeline F. Y. Young Pengyun Li Cheng Chen Yu Huang 0005 Jianye Hao RCANet: Root Cause Analysis via Latent Variable Interaction Modeling for Yield Improvement. 100-107 2022 ITC https://doi.org/10.1109/ITC50671.2022.00017 conf/itc/2022 db/conf/itc/itc2022.html#0007HC0YLCHH22 Mohammad Amini Zhanguang Zhang Surya Penmetsa Yingxue Zhang 0001 Jianye Hao Wulong Liu Generalizable Floorplanner through Corner Block List Representation and Hypergraph Embedding. 2692-2702 2022 KDD https://doi.org/10.1145/3534678.3539220 https://www.wikidata.org/entity/Q131014117 conf/kdd/2022 db/conf/kdd/kdd2022.html#AminiZPZHL22 Jinpeng Li 0004 Guangyong Chen Hangyu Mao Danruo Deng Dong Li 0016 Jianye Hao Qi Dou 0001 Pheng-Ann Heng Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification. 217-226 2022 MICCAI (3) https://doi.org/10.1007/978-3-031-16437-8_21 conf/miccai/2022-3 db/conf/miccai/miccai2022-3.html#LiCMDLHDH22 Yaodong Yang 0002 Guangyong Chen Weixun Wang Xiaotian Hao Jianye Hao Pheng-Ann Heng Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/e1cf57f1e104c6c05e31894c15a65e99-Abstract-Conference.html db/conf/nips/neurips2022.html#0001CWHHH22 Yushi Cao Zhiming Li Tianpei Yang Hao Zhang 0004 Yan Zheng 0002 Yi Li 0008 Jianye Hao Yang Liu 0003 GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/7dd309df03d37643b96f5048b44da798-Abstract-Conference.html db/conf/nips/neurips2022.html#CaoLYZZLHL22 Ruoyu Cheng Xianglong Lyu Yang Li 0197 Junjie Ye 0002 Jianye Hao Junchi Yan The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/a8b8c1ad51df1b93d9e3d1fca75debbf-Abstract-Conference.html db/conf/nips/neurips2022.html#ChengLLYHY22 Wenhan Huang Kai Li 0022 Kun Shao Tianze Zhou Matthew E. Taylor Jun Luo 0009 Dongge Wang 0001 Hangyu Mao Jianye Hao Jun Wang 0012 Xiaotie Deng Multiagent Q-learning with Sub-Team Coordination. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/bd31bfd4caa85bffe07a35568182cdfa-Abstract-Conference.html db/conf/nips/neurips2022.html#HuangLSZT0WMH0D22 Yao Mu 0001 Yuzheng Zhuang Fei Ni 0001 Bin Wang 0034 Jianyu Chen 0002 Jianye Hao Ping Luo 0002 DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/b0b1cfc8ede53f452cabf8b9cf4eef76-Abstract-Conference.html db/conf/nips/neurips2022.html#MuZNWCHL22 Zifan Wu Chao Yu 0004 Chen Chen 0077 Jianye Hao Hankz Hankui Zhuo Plan To Predict: Learning an Uncertainty-Foreseeing Model For Model-Based Reinforcement Learning. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/65beb73449888fabcf601b3a3ef4b3a7-Abstract-Conference.html db/conf/nips/neurips2022.html#Wu0CHZ22 Shuwen Yang Zhihao Yang Dong Li 0016 Yingxue Zhang 0001 Zhanguang Zhang Guojie Song Jianye Hao Versatile Multi-stage Graph Neural Network for Circuit Representation. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/7fa548155f40c014372146be387c4f6a-Abstract-Conference.html db/conf/nips/neurips2022.html#YangY00ZSH22 Zeren Huang Wenhao Chen Weinan Zhang 0001 Chuhan Shi Furui Liu Hui-Ling Zhen Mingxuan Yuan Jianye Hao Yong Yu 0001 Jun Wang 0012 Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-Based Policy Learning. 377-392 2022 ECML/PKDD (5) https://doi.org/10.1007/978-3-031-26419-1_23 conf/pkdd/2022-5 db/conf/pkdd/pkdd2022-5.html#HuangCZSLZYHYW22 Heng You Tianpei Yang Yan Zheng 0002 Jianye Hao Matthew E. Taylor Cross-domain adaptive transfer reinforcement learning based on state-action correspondence. 2299-2309 2022 UAI https://proceedings.mlr.press/v180/you22a.html conf/uai/2022 db/conf/uai/uai2022.html#YouYZHT22 Yankai Chen 0001 Menglin Yang 0001 Yingxue Zhang 0001 Mengchen Zhao Ziqiao Meng Jianye Hao Irwin King Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation. 94-102 2022 WSDM https://doi.org/10.1145/3488560.3498419 https://www.wikidata.org/entity/Q131013973 conf/wsdm/2022 db/conf/wsdm/wsdm2022.html#00010ZZMHK22

Mengyue Yang Guohao Cai Furui Liu Zhenhua Dong Xiuqiang He 0001 Jianye Hao Jun Wang 0012 Xu Chen 0017 Debiased Recommendation with User Feature Balancing. 2022 abs/2201.06056 CoRR https://arxiv.org/abs/2201.06056 db/journals/corr/corr2201.html#abs-2201-06056

Jianye Hao Jiawen Lu Xijun Li Xialiang Tong Xiang Xiang 0001 Mingxuan Yuan Hankz Hankui Zhuo Introduction to The Dynamic Pickup and Delivery Problem Benchmark - ICAPS 2021 Competition. 2022 abs/2202.01256 CoRR https://arxiv.org/abs/2202.01256 db/journals/corr/corr2202.html#abs-2202-01256

Jian Zhao 0018 Yue Zhang Xunhan Hu Weixun Wang Wengang Zhou 0001 Jianye Hao Jiangcheng Zhu Houqiang Li Revisiting QMIX: Discriminative Credit Assignment by Gradient Entropy Regularization. 2022 abs/2202.04427 CoRR https://arxiv.org/abs/2202.04427 db/journals/corr/corr2202.html#abs-2202-04427

Mengyue Yang Xinyu Cai Furui Liu Xu Chen 0017 Zhitang Chen Jianye Hao Jun Wang 0012 Generalizable Information Theoretic Causal Representation. 2022 abs/2202.08388 CoRR https://arxiv.org/abs/2202.08388 db/journals/corr/corr2202.html#abs-2202-08388

Minghuan Liu Zhengbang Zhu Yuzheng Zhuang Weinan Zhang 0001 Jianye Hao Yong Yu 0001 Jun Wang 0012 Plan Your Target and Learn Your Skills: Transferable State-Only Imitation Learning via Decoupled Policy Optimization. 2022 abs/2203.02214 CoRR https://doi.org/10.48550/arXiv.2203.02214 db/journals/corr/corr2203.html#abs-2203-02214

Xiaotian Hao Weixun Wang Hangyu Mao Yaodong Yang 0002 Dong Li 0016 Yan Zheng 0002 Zhen Wang 0004 Jianye Hao API: Boosting Multi-Agent Reinforcement Learning via Agent-Permutation-Invariant Networks. 2022 abs/2203.05285 CoRR https://doi.org/10.48550/arXiv.2203.05285 db/journals/corr/corr2203.html#abs-2203-05285

Jian Zhao 0018 Youpeng Zhao 0001 Weixun Wang Mingyu Yang 0003 Xunhan Hu Wengang Zhou 0001 Jianye Hao Houqiang Li Coach-assisted Multi-Agent Reinforcement Learning Framework for Unexpected Crashed Agents. 2022 abs/2203.08454 CoRR https://doi.org/10.48550/arXiv.2203.08454 db/journals/corr/corr2203.html#abs-2203-08454

Pengyi Li 0001 Hongyao Tang Tianpei Yang Xiaotian Hao Tong Sang Yan Zheng 0002 Jianye Hao Matthew E. Taylor Zhen Wang 0004 PMIC: Improving Multi-Agent Reinforcement Learning with Progressive Mutual Information Collaboration. 2022 abs/2203.08553 CoRR https://doi.org/10.48550/arXiv.2203.08553 db/journals/corr/corr2203.html#abs-2203-08553

Bowen Wang 0017 Guibao Shen Dong Li 0016 Jianye Hao Wulong Liu Yu Huang 0005 Hongzhong Wu Yibo Lin Guangyong Chen Pheng-Ann Heng LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction. 2022 abs/2203.12831 CoRR https://doi.org/10.48550/arXiv.2203.12831 db/journals/corr/corr2203.html#abs-2203-12831

Tong Sang Hongyao Tang Yi Ma 0005 Jianye Hao Yan Zheng 0002 Zhaopeng Meng Boyan Li Zhen Wang 0004 PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations. 2022 abs/2204.02877 CoRR https://doi.org/10.48550/arXiv.2204.02877 db/journals/corr/corr2204.html#abs-2204-02877

Wei Chen 0088 Zhiwei Li Hongyi Fang Qianyuan Yao Cheng Zhong Jianye Hao Qi Zhang 0001 Xuanjing Huang 0001 Jiajie Peng Zhongyu Wei A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets. 2022 abs/2204.08997 CoRR https://doi.org/10.48550/arXiv.2204.08997 db/journals/corr/corr2204.html#abs-2204-08997

Wei Qiu 0001 Weixun Wang Rundong Wang Bo An 0001 Yujing Hu Svetlana Obraztsova Zinovi Rabinovich Jianye Hao Yingfeng Chen Changjie Fan Off-Beat Multi-Agent Reinforcement Learning. 2022 abs/2205.13718 CoRR https://doi.org/10.48550/arXiv.2205.13718 db/journals/corr/corr2205.html#abs-2205-13718

Yushi Cao Zhiming Li Tianpei Yang Hao Zhang 0004 Yan Zheng 0002 Yi Li 0008 Jianye Hao Yang Liu 0003 GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis. 2022 abs/2205.13728 CoRR https://doi.org/10.48550/arXiv.2205.13728 db/journals/corr/corr2205.html#abs-2205-13728

Jianghao Lin Weiwen Liu Xinyi Dai Weinan Zhang 0001 Shuai Li 0010 Ruiming Tang Xiuqiang He 0001 Jianye Hao Yong Yu 0001 A Graph-Enhanced Click Model for Web Search. 2022 abs/2206.08621 CoRR https://doi.org/10.48550/arXiv.2206.08621 db/journals/corr/corr2206.html#abs-2206-08621

Zeren Huang Wenhao Chen Weinan Zhang 0001 Chuhan Shi Furui Liu Hui-Ling Zhen Mingxuan Yuan Jianye Hao Yong Yu 0001 Jun Wang 0012 Branch Ranking for Efficient Mixed-Integer Programming via Offline Ranking-based Policy Learning. 2022 abs/2207.13701 CoRR https://doi.org/10.48550/arXiv.2207.13701 db/journals/corr/corr2207.html#abs-2207-13701

Min Zhang Hongyao Tang Jianye Hao Yan Zheng 0002 Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes. 2022 abs/2209.07696 CoRR https://doi.org/10.48550/arXiv.2209.07696 db/journals/corr/corr2209.html#abs-2209-07696

Haozhi Wang Qing Wang 0015 Yunfeng Shao 0001 Dong Li 0016 Jianye Hao Yinchuan Li On the Convergence Theory of Meta Reinforcement Learning with Personalized Policies. 2022 abs/2209.10072 CoRR https://doi.org/10.48550/arXiv.2209.10072 db/journals/corr/corr2209.html#abs-2209-10072

Yifu Yuan Jianye Hao Fei Ni 0001 Yao Mu 0001 Yan Zheng 0002 Yujing Hu Jinyi Liu 0002 Yingfeng Chen Changjie Fan EUCLID: Towards Efficient Unsupervised Reinforcement Learning with Multi-choice Dynamics Model. 2022 abs/2210.00498 CoRR https://doi.org/10.48550/arXiv.2210.00498 db/journals/corr/corr2210.html#abs-2210-00498

Yao Mu 0001 Yuzheng Zhuang Fei Ni 0001 Bin Wang 0034 Jianyu Chen 0002 Jianye Hao Ping Luo 0002 Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning. 2022 abs/2210.04209 CoRR https://doi.org/10.48550/arXiv.2210.04209 db/journals/corr/corr2210.html#abs-2210-04209

Wenqian Li Yinchuan Li Shengyu Zhu 0001 Yunfeng Shao 0001 Jianye Hao Yan Pang GFlowCausal: Generative Flow Networks for Causal Discovery. 2022 abs/2210.08185 CoRR https://doi.org/10.48550/arXiv.2210.08185 db/journals/corr/corr2210.html#abs-2210-08185

Yiqun Chen 0004 Hangyu Mao Tianle Zhang Shiguang Wu 0001 Bin Zhang 0052 Jianye Hao Dong Li 0016 Bin Wang 0034 Hongxing Chang PTDE: Personalized Training with Distillated Execution for Multi-Agent Reinforcement Learning. 2022 abs/2210.08872 CoRR https://doi.org/10.48550/arXiv.2210.08872 db/journals/corr/corr2210.html#abs-2210-08872

Pengyi Li 0001 Hongyao Tang Jianye Hao Yan Zheng 0002 Xian Fu Zhaopeng Meng ERL-Re<sup>2</sup>: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation. 2022 abs/2210.17375 CoRR https://doi.org/10.48550/arXiv.2210.17375 db/journals/corr/corr2210.html#abs-2210-17375

Zhengbang Zhu Shenyu Zhang 0001 Yuzheng Zhuang Yuecheng Liu Minghuan Liu Liyuan Mao Ziqing Gong Weinan Zhang 0001 Shixiong Kai Qiang Gu Bin Wang 0034 Siyuan Cheng 0012 Xinyu Wang 0001 Jianye Hao Yong Yu 0001 RITA: Boost Autonomous Driving Simulators with Realistic Interactive Traffic Flow. 2022 abs/2211.03408 CoRR https://doi.org/10.48550/arXiv.2211.03408 db/journals/corr/corr2211.html#abs-2211-03408

Junjie Wang Yao Mu 0001 Dong Li 0016 Qichao Zhang Dongbin Zhao Yuzheng Zhuang Ping Luo 0002 Bin Wang 0034 Jianye Hao Prototypical context-aware dynamics generalization for high-dimensional model-based reinforcement learning. 2022 abs/2211.12774 CoRR https://doi.org/10.48550/arXiv.2211.12774 db/journals/corr/corr2211.html#abs-2211-12774

Chen Chen 0077 Hongyao Tang Yi Ma 0005 Chao Wang Qianli Shen Dong Li 0016 Jianye Hao State-Aware Proximal Pessimistic Algorithms for Offline Reinforcement Learning. 2022 abs/2211.15065 CoRR https://doi.org/10.48550/arXiv.2211.15065 db/journals/corr/corr2211.html#abs-2211-15065

Minghuan Liu Zhengbang Zhu Menghui Zhu Yuzheng Zhuang Weinan Zhang 0001 Jianye Hao Planning Immediate Landmarks of Targets for Model-Free Skill Transfer across Agents. 2022 abs/2212.09033 CoRR https://doi.org/10.48550/arXiv.2212.09033 db/journals/corr/corr2212.html#abs-2212-09033

Hangyu Mao Rui Zhao 0001 Hao Chen 0103 Jianye Hao Yiqun Chen 0004 Dong Li 0016 Junge Zhang Zhen Xiao Transformer in Transformer as Backbone for Deep Reinforcement Learning. 2022 abs/2212.14538 CoRR https://doi.org/10.48550/arXiv.2212.14538 db/journals/corr/corr2212.html#abs-2212-14538

Yan Zheng 0002 Jianye Hao Zongzhang Zhang Zhaopeng Meng Tianpei Yang Yanran Li Changjie Fan Efficient policy detecting and reusing for non-stationarity in Markov games. 2 2021 35 Auton. Agents Multi Agent Syst. 1 https://doi.org/10.1007/s10458-020-09480-9 db/journals/aamas/aamas35.html#ZhengHZMYLF21

Jiajie Peng Hansheng Xue Zhongyu Wei Idil Tuncali Jianye Hao Xuequn Shang 0001 Integrating multi-network topology for gene function prediction using deep neural networks. 2096-2105 2021 22 Briefings Bioinform. 2 https://doi.org/10.1093/bib/bbaa036 https://www.wikidata.org/entity/Q91579666 db/journals/bib/bib22.html#PengXWTHS21

Jiajie Peng Yuxian Wang Jiaojiao Guan Jingyi Li Ruijiang Han Jianye Hao Zhongyu Wei Xuequn Shang 0001 An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction. 2021 22 Briefings Bioinform. 5 https://doi.org/10.1093/bib/bbaa430 db/journals/bib/bib22.html#PengWGLHHWS21

Tianyi Zhao 0001 Shuxuan Lyu Guilin Lu Liran Juan Xi Zeng Zhongyu Wei Jianye Hao Jiajie Peng SC2disease: a manually curated database of single-cell transcriptome for human diseases. D1413-D1419 2021 49 Nucleic Acids Res. Database-Issue https://doi.org/10.1093/nar/gkaa838 https://www.wikidata.org/entity/Q100429893 db/journals/nar/nar49.html#ZhaoLLJZWHP21

Gongyu Zhou Guangquan Xu Jianye Hao Shizhan Chen Junfeng Xu Xi Zheng 0001 Generalized Centered 2-D Principal Component Analysis. 1666-1677 2021 51 IEEE Trans. Cybern. 3 https://doi.org/10.1109/TCYB.2019.2931957 https://www.wikidata.org/entity/Q92695584 db/journals/tcyb/tcyb51.html#ZhouXHCXZ21

Yoriyuki Yamagata Shuang Liu 0007 Takumi Akazaki Yihai Duan Jianye Hao Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning. 2823-2840 2021 47 IEEE Trans. Software Eng. 12 https://doi.org/10.1109/TSE.2020.2969178 db/journals/tse/tse47.html#YamagataLADH21

Chen Chen 0077 Hongyao Tang Jianye Hao Wulong Liu Zhaopeng Meng Addressing Action Oscillations through Learning Policy Inertia. 7020-7027 2021 AAAI https://doi.org/10.1609/aaai.v35i8.16864 conf/aaai/2021 db/conf/aaai/aaai2021.html#ChenTHLM21 Haotian Fu Hongyao Tang Jianye Hao Chen Chen 0077 Xidong Feng Dong Li 0016 Wulong Liu Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning. 7457-7465 2021 AAAI https://doi.org/10.1609/aaai.v35i8.16914 conf/aaai/2021 db/conf/aaai/aaai2021.html#FuTHCFLL21 Hongyao Tang Zhaopeng Meng Guangyong Chen Pengfei Chen 0003 Chen Chen 0077 Yaodong Yang 0002 Luo Zhang 0002 Wulong Liu Jianye Hao Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction. 9834-9842 2021 AAAI https://doi.org/10.1609/aaai.v35i11.17182 conf/aaai/2021 db/conf/aaai/aaai2021.html#TangMCCCYZLH21 Xidong Feng Chen Chen 0077 Dong Li 0016 Mengchen Zhao Jianye Hao Jun Wang 0012 CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. 484-493 2021 CIKM https://doi.org/10.1145/3459637.3482241 conf/cikm/2021 db/conf/cikm/cikm2021.html#FengCLZHW21 Mengyue Yang Furui Liu Zhitang Chen Xinwei Shen 0002 Jianye Hao Jun Wang 0012 CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models. 9593-9602 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Yang_CausalVAE_Disentangled_Representation_Learning_via_Neural_Structural_Causal_Models_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00947 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#YangLCSHW21 Tong Sang Hongyao Tang Jianye Hao Yan Zheng 0002 Zhaopeng Meng Uncertainty-Aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning. 21-37 2021 DAI https://doi.org/10.1007/978-3-030-94662-3_2 conf/dai2/2021 db/conf/dai2/dai2021.html#SangTHZM21 Hangyu Mao Chao Wang Xiaotian Hao Yihuan Mao Yiming Lu Chengjie Wu Jianye Hao Dong Li 0016 Pingzhong Tang SEIHAI: A Sample-Efficient Hierarchical AI for the MineRL Competition. 38-51 2021 DAI https://doi.org/10.1007/978-3-030-94662-3_3 conf/dai2/2021 db/conf/dai2/dai2021.html#MaoWHMLWHLT21 Ran Chen 0001 Shoubo Hu Zhitang Chen Shengyu Zhu 0001 Bei Yu 0001 Pengyun Li Cheng Chen Yu Huang 0005 Jianye Hao A Unified Framework for Layout Pattern Analysis with Deep Causal Estimation. 1-9 2021 ICCAD https://doi.org/10.1109/ICCAD51958.2021.9643458 conf/iccad/2021 db/conf/iccad/iccad2021.html#ChenHCZYLCHH21 Yan Zhao 0008 Jiannan Guo 0001 Xuanhao Chen 0001 Jianye Hao Xiaofang Zhou 0001 Kai Zheng 0001 Coalition-based Task Assignment in Spatial Crowdsourcing. 241-252 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00028 conf/icde/2021 db/conf/icde/icde2021.html#ZhaoGCH0Z21 Chenjia Bai Lingxiao Wang 0003 Lei Han 0001 Jianye Hao Animesh Garg Peng Liu 0008 Zhaoran Wang 0001 Principled Exploration via Optimistic Bootstrapping and Backward Induction. 577-587 2021 ICML http://proceedings.mlr.press/v139/bai21d.html conf/icml/2021 db/conf/icml/icml2021.html#BaiWHHG0W21 Xueyou Zhang Wei Xi 0002 Xian Guo Yongchun Fang Bin Wang 0034 Wulong Liu Jianye Hao Relational Navigation Learning in Continuous Action Space among Crowds. 3175-3181 2021 ICRA https://doi.org/10.1109/ICRA48506.2021.9561884 conf/icra/2021 db/conf/icra/icra2021.html#ZhangXGFWLH21 Yan Zheng 0002 Yi Liu 0069 Xiaofei Xie Yepang Liu 0001 Lei Ma 0003 Jianye Hao Yang Liu 0003 Automatic Web Testing Using Curiosity-Driven Reinforcement Learning. 423-435 2021 ICSE https://doi.org/10.1109/ICSE43902.2021.00048 https://www.wikidata.org/entity/Q130874440 conf/icse/2021 db/conf/icse/icse2021.html#ZhengLXLMHL21 Xiaoyang Gao Siqi Chen 0001 Yan Zheng 0002 Jianye Hao A deep reinforcement learning-based agent for negotiation with multiple communication channels. 868-872 2021 ICTAI https://doi.org/10.1109/ICTAI52525.2021.00139 conf/ictai/2021 db/conf/ictai/ictai2021.html#Gao0ZH21 Xiaoqiang Wang 0003 Yali Du 0001 Shengyu Zhu 0001 Liangjun Ke Zhitang Chen Jianye Hao Jun Wang 0012 Ordering-Based Causal Discovery with Reinforcement Learning. 3566-3573 2021 IJCAI https://doi.org/10.24963/ijcai.2021/491 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#WangDZKCHW21 Shaohua Zhang Shuang Liu 0007 Jun Sun 0001 Yuqi Chen 0013 Wenzhi Huang Jinyi Liu 0002 Jian Liu 0004 Jianye Hao FIGCPS: Effective Failure-inducing Input Generation for Cyber-Physical Systems with Deep Reinforcement Learning. 555-567 2021 ASE https://doi.org/10.1109/ASE51524.2021.9678832 conf/kbse/2021 db/conf/kbse/ase2021.html#ZhangLSCHLLH21 Fei Ni 0001 Jianye Hao Jiawen Lu Xialiang Tong Mingxuan Yuan Jiahui Duan Yi Ma 0005 Kun He 0001 A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem. 3441-3451 2021 KDD https://doi.org/10.1145/3447548.3467135 https://www.wikidata.org/entity/Q131012845 conf/kdd/2021 db/conf/kdd/kdd2021.html#NiHLTYDM021 Yao Mu 0001 Yuzheng Zhuang Bin Wang 0034 Guangxiang Zhu Wulong Liu Jianyu Chen 0002 Ping Luo 0002 Shengbo Li 0001 Chongjie Zhang Jianye Hao Model-Based Reinforcement Learning via Imagination with Derived Memory. 9493-9505 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/4ebccfb3e317c7789f04f7a558df4537-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#MuZWZLCLLZH21 Chenjia Bai Lingxiao Wang 0003 Lei Han 0001 Animesh Garg Jianye Hao Peng Liu 0008 Zhaoran Wang 0001 Dynamic Bottleneck for Robust Self-Supervised Exploration. 17007-17020 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/8d3369c4c086f236fabf61d614a32818-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#BaiWHGHLW21 Tianpei Yang Weixun Wang Hongyao Tang Jianye Hao Zhaopeng Meng Hangyu Mao Dong Li 0016 Wulong Liu Yingfeng Chen Yujing Hu Changjie Fan Chengwei Zhang 0001 An Efficient Transfer Learning Framework for Multiagent Reinforcement Learning. 17037-17048 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/8d9a6e908ed2b731fb96151d9bb94d49-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#YangWTHMMLLCHFZ21 Danruo Deng Guangyong Chen Jianye Hao Qiong Wang 0001 Pheng-Ann Heng Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning. 18710-18721 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/9b16759a62899465ab21e2e79d2ef75c-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#DengCHWH21 Yi Ma 0005 Xiaotian Hao Jianye Hao Jiawen Lu Xing Liu Xialiang Tong Mingxuan Yuan Zhigang Li Jie Tang 0001 Zhaopeng Meng A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems. 23609-23620 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/c6a01432c8138d46ba39957a8250e027-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#MaHHLLTYLTM21 Chenyang Wu 0001 Guoyu Yang Zongzhang Zhang Yang Yu 0001 Dong Li 0016 Wulong Liu Jianye Hao Adaptive Online Packing-guided Search for POMDPs. 28419-28430 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/ef41d488755367316f04fc0e0e9dc9fc-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#WuYZYLLH21 Leling Wu Siqi Chen 0001 Xiaoyang Gao Yan Zheng 0002 Jianye Hao Detecting and Learning Against Unknown Opponents for Automated Negotiations. 17-31 2021 PRICAI (3) https://doi.org/10.1007/978-3-030-89370-5_2 conf/pricai/2021-3 db/conf/pricai/pricai2021-3.html#WuCGZH21 Shiyu Huang 0001 Bin Wang 0034 Hang Su 0006 Dong Li 0016 Jianye Hao Jun Zhu 0001 Ting Chen 0006 Off-Policy Training for Truncated TD(λ) Boosted Soft Actor-Critic. 46-59 2021 PRICAI (3) https://doi.org/10.1007/978-3-030-89370-5_4 conf/pricai/2021-3 db/conf/pricai/pricai2021-3.html#HuangWSLHZC21 Jianghao Lin Weiwen Liu Xinyi Dai Weinan Zhang 0001 Shuai Li 0010 Ruiming Tang Xiuqiang He 0001 Jianye Hao Yong Yu 0001 A Graph-Enhanced Click Model for Web Search. 1259-1268 2021 SIGIR https://doi.org/10.1145/3404835.3462895 https://www.wikidata.org/entity/Q130863580 conf/sigir/2021 db/conf/sigir/sigir2021.html#LinLD00THHY21 Xinyi Dai Jianghao Lin Weinan Zhang 0001 Shuai Li 0010 Weiwen Liu Ruiming Tang Xiuqiang He 0001 Jianye Hao Jun Wang 0012 Yong Yu 0001 An Adversarial Imitation Click Model for Information Retrieval. 1809-1820 2021 WWW https://doi.org/10.1145/3442381.3449913 conf/www/2021 db/conf/www/www2021.html#DaiL00LTHHWY21

Matthieu Zimmer Xuening Feng Claire Glanois Zhaohui Jiang Jianyi Zhang Paul Weng Jianye Hao Dong Li 0016 Wulong Liu Differentiable Logic Machines. 2021 abs/2102.11529 CoRR https://arxiv.org/abs/2102.11529 db/journals/corr/corr2102.html#abs-2102-11529

Hongyao Tang Jianye Hao Guangyong Chen Pengfei Chen 0003 Chen Chen 0077 Yaodong Yang 0002 Luo Zhang 0002 Wulong Liu Zhaopeng Meng Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction. 2021 abs/2103.02225 CoRR https://arxiv.org/abs/2103.02225 db/journals/corr/corr2103.html#abs-2103-02225

Chen Chen 0077 Hongyao Tang Jianye Hao Wulong Liu Zhaopeng Meng Addressing Action Oscillations through Learning Policy Inertia. 2021 abs/2103.02287 CoRR https://arxiv.org/abs/2103.02287 db/journals/corr/corr2103.html#abs-2103-02287

Yan Zheng 0002 Yi Liu 0069 Xiaofei Xie Yepang Liu 0001 Lei Ma 0003 Jianye Hao Yang Liu 0003 Automatic Web Testing using Curiosity-Driven Reinforcement Learning. 2021 abs/2103.06018 CoRR https://arxiv.org/abs/2103.06018 db/journals/corr/corr2103.html#abs-2103-06018

Zhihao Ma Yuzheng Zhuang Paul Weng Hankz Hankui Zhuo Dong Li 0016 Wulong Liu Jianye Hao Learning Symbolic Rules for Interpretable Deep Reinforcement Learning. 2021 abs/2103.08228 CoRR https://arxiv.org/abs/2103.08228 db/journals/corr/corr2103.html#abs-2103-08228

Xinyi Dai Jianghao Lin Weinan Zhang 0001 Shuai Li 0010 Weiwen Liu Ruiming Tang Xiuqiang He 0001 Jianye Hao Jun Wang 0012 Yong Yu 0001 An Adversarial Imitation Click Model for Information Retrieval. 2021 abs/2104.06077 CoRR https://arxiv.org/abs/2104.06077 db/journals/corr/corr2104.html#abs-2104-06077

Chenjia Bai Lingxiao Wang 0003 Lei Han 0001 Jianye Hao Animesh Garg Peng Liu 0008 Zhaoran Wang 0001 Principled Exploration via Optimistic Bootstrapping and Backward Induction. 2021 abs/2105.06022 CoRR https://arxiv.org/abs/2105.06022 db/journals/corr/corr2105.html#abs-2105-06022

Xiaoqiang Wang 0003 Yali Du 0001 Shengyu Zhu 0001 Liangjun Ke Zhitang Chen Jianye Hao Jun Wang 0012 Ordering-Based Causal Discovery with Reinforcement Learning. 2021 abs/2105.06631 CoRR https://arxiv.org/abs/2105.06631 db/journals/corr/corr2105.html#abs-2105-06631

Zeren Huang Kerong Wang Furui Liu Hui-Ling Zhen Weinan Zhang 0001 Mingxuan Yuan Jianye Hao Yong Yu 0001 Jun Wang 0012 Learning to Select Cuts for Efficient Mixed-Integer Programming. 2021 abs/2105.13645 CoRR https://arxiv.org/abs/2105.13645 db/journals/corr/corr2105.html#abs-2105-13645

Tianze Zhou Fubiao Zhang Kun Shao Kai Li 0022 Wenhan Huang Jun Luo 0009 Weixun Wang Yaodong Yang 0002 Hangyu Mao Bin Wang 0034 Dong Li 0016 Wulong Liu Jianye Hao Cooperative Multi-Agent Transfer Learning with Level-Adaptive Credit Assignment. 2021 abs/2106.00517 CoRR https://arxiv.org/abs/2106.00517 db/journals/corr/corr2106.html#abs-2106-00517

Yunqi Wang Furui Liu Zhitang Chen Qing Lian Shoubo Hu Jianye Hao Yik-Chung Wu Contrastive ACE: Domain Generalization Through Alignment of Causal Mechanisms. 2021 abs/2106.00925 CoRR https://arxiv.org/abs/2106.00925 db/journals/corr/corr2106.html#abs-2106-00925

Xidong Feng Chen Chen 0077 Dong Li 0016 Mengchen Zhao Jianye Hao Jun Wang 0012 CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. 2021 abs/2108.10511 CoRR https://arxiv.org/abs/2108.10511 db/journals/corr/corr2108.html#abs-2108-10511

Boyan Li Hongyao Tang Yan Zheng 0002 Jianye Hao Pengyi Li 0001 Zhen Wang 0004 Zhaopeng Meng Li Wang HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation. 2021 abs/2109.05490 CoRR https://arxiv.org/abs/2109.05490 db/journals/corr/corr2109.html#abs-2109-05490

Tianpei Yang Hongyao Tang Chenjia Bai Jinyi Liu 0002 Jianye Hao Zhaopeng Meng Peng Liu 0008 Exploration in Deep Reinforcement Learning: A Comprehensive Survey. 2021 abs/2109.06668 CoRR https://arxiv.org/abs/2109.06668 db/journals/corr/corr2109.html#abs-2109-06668

Shiyu Huang 0001 Bin Wang 0034 Dong Li 0016 Jianye Hao Ting Chen 0006 Jun Zhu 0001 Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization. 2021 abs/2110.03939 CoRR https://arxiv.org/abs/2110.03939 db/journals/corr/corr2110.html#abs-2110-03939

Danruo Deng Guangyong Chen Jianye Hao Qiong Wang 0001 Pheng-Ann Heng Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning. 2021 abs/2110.04593 CoRR https://arxiv.org/abs/2110.04593 db/journals/corr/corr2110.html#abs-2110-04593

Chenjia Bai Lingxiao Wang 0003 Lei Han 0001 Animesh Garg Jianye Hao Peng Liu 0008 Zhaoran Wang 0001 Dynamic Bottleneck for Robust Self-Supervised Exploration. 2021 abs/2110.10735 CoRR https://arxiv.org/abs/2110.10735 db/journals/corr/corr2110.html#abs-2110-10735

Hangyu Mao Chao Wang Xiaotian Hao Yihuan Mao Yiming Lu Chengjie Wu Jianye Hao Dong Li 0016 Pingzhong Tang SEIHAI: A Sample-efficient Hierarchical AI for the MineRL Competition. 2021 abs/2111.08857 CoRR https://arxiv.org/abs/2111.08857 db/journals/corr/corr2111.html#abs-2111-08857

Xuejing Zheng Chao Yu 0004 Chen Chen 0077 Jianye Hao Hankz Hankui Zhuo Lifelong Reinforcement Learning with Temporal Logic Formulas and Reward Machines. 2021 abs/2111.09475 CoRR https://arxiv.org/abs/2111.09475 db/journals/corr/corr2111.html#abs-2111-09475

Tong Sang Hongyao Tang Jianye Hao Yan Zheng 0002 Zhaopeng Meng Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning. 2021 abs/2111.10103 CoRR https://arxiv.org/abs/2111.10103 db/journals/corr/corr2111.html#abs-2111-10103

Changmin Yu Dong Li 0016 Jianye Hao Jun Wang 0012 Neil Burgess Learning State Representations via Retracing in Reinforcement Learning. 2021 abs/2111.12600 CoRR https://arxiv.org/abs/2111.12600 db/journals/corr/corr2111.html#abs-2111-12600

Cong Wang Tianpei Yang Jianye Hao Yan Zheng 0002 Hongyao Tang Fazl Barez Jinyi Liu 0002 Jiajie Peng Haiyin Piao Zhixiao Sun ED2: An Environment Dynamics Decomposition Framework for World Model Construction. 2021 abs/2112.02817 CoRR https://arxiv.org/abs/2112.02817 db/journals/corr/corr2112.html#abs-2112-02817

Claire Glanois Paul Weng Matthieu Zimmer Dong Li 0016 Tianpei Yang Jianye Hao Wulong Liu A Survey on Interpretable Reinforcement Learning. 2021 abs/2112.13112 CoRR https://arxiv.org/abs/2112.13112 db/journals/corr/corr2112.html#abs-2112-13112

Haodi Zhang Jianye Hao Xiaohong Li 0001 A Method for Deploying Distributed Denial of Service Attack Defense Strategies on Edge Servers Using Reinforcement Learning. 78482-78491 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2989353 db/journals/access/access8.html#ZhangHL20a

Yan Zheng 0002 Jianye Hao Zongzhang Zhang Zhao-Peng Meng Xiaotian Hao Efficient Multiagent Policy Optimization Based on Weighted Estimators in Stochastic Cooperative Environments. 268-280 2020 35 J. Comput. Sci. Technol. 2 https://doi.org/10.1007/s11390-020-9967-6 db/journals/jcst/jcst35.html#ZhengHZMH20

Jianwen Sun Yan Zheng 0002 Jianye Hao Zhaopeng Meng Yang Liu 0003 Continuous Multiagent Control Using Collective Behavior Entropy for Large-Scale Home Energy Management. 922-929 2020 AAAI https://doi.org/10.1609/aaai.v34i01.5439 conf/aaai/2020 db/conf/aaai/aaai2020.html#SunZHML20 Yong Liu 0007 Weixun Wang Yujing Hu Jianye Hao Xingguo Chen Yang Gao 0001 Multi-Agent Game Abstraction via Graph Attention Neural Network. 7211-7218 2020 AAAI https://doi.org/10.1609/aaai.v34i05.6211 conf/aaai/2020 db/conf/aaai/aaai2020.html#LiuWHHC020 Hangyu Mao Wulong Liu Jianye Hao Jun Luo 0009 Dong Li 0016 Zhengchao Zhang Jun Wang 0012 Zhen Xiao Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning. 7219-7226 2020 AAAI https://doi.org/10.1609/aaai.v34i05.6212 conf/aaai/2020 db/conf/aaai/aaai2020.html#MaoLHLLZWX20 Weixun Wang Tianpei Yang Yong Liu 0007 Jianye Hao Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Yang Gao 0001 From Few to More: Large-Scale Dynamic Multiagent Curriculum Learning. 7293-7300 2020 AAAI https://doi.org/10.1609/aaai.v34i05.6221 conf/aaai/2020 db/conf/aaai/aaai2020.html#WangYLHHHCFG20 Hangtian Jia Chunxu Ren Yujing Hu Yingfeng Chen Tangjie Lv Changjie Fan Hongyao Tang Jianye Hao Mastering Basketball With Deep Reinforcement Learning: An Integrated Curriculum Training Approach. 1872-1874 2020 AAMAS https://dl.acm.org/doi/10.5555/3398761.3399011 https://www.ifaamas.org/Proceedings/aamas2020/pdfs/p1872.pdf conf/atal/2020 db/conf/atal/aamas2020.html#JiaRHCLFTH20 Tianpei Yang Jianye Hao Zhaopeng Meng Zongzhang Zhang Yujing Hu Yingfeng Chen Changjie Fan Weixun Wang Zhaodong Wang Jiajie Peng Efficient Deep Reinforcement Learning through Policy Transfer. 2053-2055 2020 AAMAS https://dl.acm.org/doi/10.5555/3398761.3399072 https://www.ifaamas.org/Proceedings/aamas2020/pdfs/p2053.pdf conf/atal/2020 db/conf/atal/aamas2020.html#YangHMZHCFWWP20 Hanchao Wang Hongyao Tang Jianye Hao Xiaotian Hao Yue Fu Yi Ma 0005 Large Scale Deep Reinforcement Learning in War-games. 1693-1699 2020 BIBM https://doi.org/10.1109/BIBM49941.2020.9313387 conf/bibm/2020 db/conf/bibm/bibm2020.html#WangTHHFM20 Ming Zhou 0006 Jun Luo 0009 Julian Villela Yaodong Yang 0002 David Rusu Jiayu Miao Weinan Zhang 0001 Montgomery Alban Iman Fadakar Zheng Chen Chongxi Huang Ying Wen 0001 Kimia Hassanzadeh Daniel Graves Zhengbang Zhu Yihan Ni Nhat M. Nguyen Mohamed Elsayed 0009 Haitham Ammar Alexander I. Cowen-Rivers Sanjeevan Ahilan Zheng Tian 0002 Daniel Palenicek Kasra Rezaee Peyman Yadmellat Kun Shao Dong Chen Baokuan Zhang Hongbo Zhang Jianye Hao Wulong Liu Jun Wang 0012 SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving. 264-285 2020 CoRL https://proceedings.mlr.press/v155/zhou21a.html conf/corl/2020 db/conf/corl/corl2020.html#ZhouLVYRM0AFCHW20 Haotian Fu Hongyao Tang Jianye Hao Wulong Liu Chen Chen 0077 MGHRL: Meta Goal-Generation for Hierarchical Reinforcement Learning. 29-39 2020 DAI https://doi.org/10.1007/978-3-030-64096-5_3 conf/dai2/2020 db/conf/dai2/dai2020.html#FuTHLC20 Muzi Liu Ho-fung Leung Jianye Hao Faster Convention Emergence by Avoiding Local Conventions in Reinforcement Social Learning. 690-701 2020 ICAISC (1) https://doi.org/10.1007/978-3-030-61401-0_64 conf/icaisc/2020-1 db/conf/icaisc/icaisc2020-1.html#LiuLH20 Yizhen Dong Peixin Zhang 0001 Jingyi Wang 0004 Shuang Liu 0007 Jun Sun 0001 Jianye Hao Xinyu Wang 0001 Li Wang Jin Song Dong 0001 Ting Dai An Empirical Study on Correlation between Coverage and Robustness for Deep Neural Networks. 73-82 2020 ICECCS https://doi.org/10.1109/ICECCS51672.2020.00016 conf/iceccs/2020 db/conf/iceccs/iceccs2020.html#DongZWLSH0WDD20 Weixun Wang Tianpei Yang Yong Liu 0007 Jianye Hao Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Yang Gao 0001 Action Semantics Network: Considering the Effects of Actions in Multiagent Systems. 2020 ICLR https://openreview.net/forum?id=ryg48p4tPH conf/iclr/2020 db/conf/iclr/iclr2020.html#WangYLHHHCFG20 Xiaotian Hao Zhaoqing Peng Yi Ma 0005 Guan Wang Junqi Jin Jianye Hao Shan Chen Rongquan Bai Mingzhou Xie Miao Xu Zhenzhe Zheng 0001 Chuan Yu 0002 Han Li 0005 Jian Xu 0015 Kun Gai Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising. 4060-4070 2020 ICML http://proceedings.mlr.press/v119/hao20b.html conf/icml/2020 db/conf/icml/icml2020.html#HaoPMWJHCBXXZYL20 Yaodong Yang 0002 Jianye Hao Guangyong Chen Hongyao Tang Yingfeng Chen Yujing Hu Changjie Fan Zhongyu Wei Q-value Path Decomposition for Deep Multiagent Reinforcement Learning. 10706-10715 2020 ICML http://proceedings.mlr.press/v119/yang20d.html conf/icml/2020 db/conf/icml/icml2020.html#YangHCTCHFW20 Peng Zhang Jianye Hao Weixun Wang Hongyao Tang Yi Ma 0005 Yihai Duan Yan Zheng 0002 KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge. 2291-2297 2020 IJCAI https://doi.org/10.24963/ijcai.2020/317 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#ZhangHWTMDZ20 Cong Fei Bin Wang 0034 Yuzheng Zhuang Zongzhang Zhang Jianye Hao Hongbo Zhang Xuewu Ji Wulong Liu Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets. 2929-2935 2020 IJCAI https://doi.org/10.24963/ijcai.2020/405 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#FeiWZZHZJL20 Tianpei Yang Jianye Hao Zhaopeng Meng Zongzhang Zhang Yujing Hu Yingfeng Chen Changjie Fan Weixun Wang Wulong Liu Zhaodong Wang Jiajie Peng Efficient Deep Reinforcement Learning via Adaptive Policy Transfer. 3094-3100 2020 IJCAI https://doi.org/10.24963/ijcai.2020/428 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#YangHMZHCFWLWP20 Ruimin Shen Yan Zheng 0002 Jianye Hao Zhaopeng Meng Yingfeng Chen Changjie Fan Yang Liu 0003 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning. 3371-3377 2020 IJCAI https://doi.org/10.24963/ijcai.2020/466 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#ShenZHMCFL20 Xiaotian Hao Junqi Jin Jianye Hao Jin Li 0014 Weixun Wang Yi Ma 0005 Zhenzhe Zheng 0001 Han Li 0005 Jian Xu 0015 Kun Gai Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising. 3437-3443 2020 IJCAI https://doi.org/10.24963/ijcai.2020/475 conf/ijcai/2020 db/conf/ijcai/ijcai2020.html#HaoJHLWMZLXG20 Shixiong Kai Bin Wang 0034 Dong Chen Jianye Hao Hongbo Zhang Wulong Liu A Multi-Task Reinforcement Learning Approach for Navigating Unsignalized Intersections. 1583-1588 2020 IV https://doi.org/10.1109/IV47402.2020.9304542 conf/ivs/2020 db/conf/ivs/ivs2020.html#KaiWCHZL20 Yujing Hu Weixun Wang Hangtian Jia Yixiang Wang Yingfeng Chen Jianye Hao Feng Wu 0001 Changjie Fan Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/b710915795b9e9c02cf10d6d2bdb688c-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#HuWJWCH0F20 Jianyu Zhang Jianye Hao Françoise Fogelman-Soulié Cross-data Automatic Feature Engineering via Meta-learning and Reinforcement Learning. 818-829 2020 PAKDD (1) https://doi.org/10.1007/978-3-030-47426-3_63 conf/pakdd/2020-1 db/conf/pakdd/pakdd2020-1.html#ZhangHF20

Yaodong Yang 0002 Jianye Hao Ben Liao Kun Shao Guangyong Chen Wulong Liu Hongyao Tang Qatten: A General Framework for Cooperative Multiagent Reinforcement Learning. 2020 abs/2002.03939 CoRR https://arxiv.org/abs/2002.03939 db/journals/corr/corr2002.html#abs-2002-03939

Yaodong Yang 0002 Jianye Hao Guangyong Chen Hongyao Tang Yingfeng Chen Yujing Hu Changjie Fan Zhongyu Wei Q-value Path Decomposition for Deep Multiagent Reinforcement Learning. 2020 abs/2002.03950 CoRR https://arxiv.org/abs/2002.03950 db/journals/corr/corr2002.html#abs-2002-03950

Peng Zhang Jianye Hao Weixun Wang Hongyao Tang Yi Ma 0005 Yihai Duan Yan Zheng 0002 KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge. 2020 abs/2002.07418 CoRR https://arxiv.org/abs/2002.07418 db/journals/corr/corr2002.html#abs-2002-07418

Tianpei Yang Weixun Wang Hongyao Tang Jianye Hao Zhaopeng Meng Wulong Liu Yujing Hu Yingfeng Chen Learning When to Transfer among Agents: An Efficient Multiagent Transfer Learning Framework. 2020 abs/2002.08030 CoRR https://arxiv.org/abs/2002.08030 db/journals/corr/corr2002.html#abs-2002-08030

Tianpei Yang Jianye Hao Zhaopeng Meng Zongzhang Zhang Weixun Wang Yujing Hu Yingfeng Chen Changjie Fan Zhaodong Wang Jiajie Peng Efficient Deep Reinforcement Learning through Policy Transfer. 2020 abs/2002.08037 CoRR https://arxiv.org/abs/2002.08037 db/journals/corr/corr2002.html#abs-2002-08037

Mengyue Yang Furui Liu Zhitang Chen Xinwei Shen 0002 Jianye Hao Jun Wang 0012 CausalVAE: Structured Causal Disentanglement in Variational Autoencoder. 2020 abs/2004.08697 CoRR https://arxiv.org/abs/2004.08697 db/journals/corr/corr2004.html#abs-2004-08697

Xiaotian Hao Junqi Jin Jianye Hao Jin Li 0014 Weixun Wang Yi Ma 0005 Zhenzhe Zheng 0001 Han Li 0005 Jian Xu 0015 Kun Gai Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising. 2020 abs/2005.04355 CoRR https://arxiv.org/abs/2005.04355 db/journals/corr/corr2005.html#abs-2005-04355

Jianwen Sun Yan Zheng 0002 Jianye Hao Zhaopeng Meng Yang Liu 0003 Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management. 2020 abs/2005.10000 CoRR https://arxiv.org/abs/2005.10000 db/journals/corr/corr2005.html#abs-2005-10000

Cong Fei Bin Wang 0034 Yuzheng Zhuang Zongzhang Zhang Jianye Hao Hongbo Zhang Xuewu Ji Wulong Liu Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets. 2020 abs/2005.10622 CoRR https://arxiv.org/abs/2005.10622 db/journals/corr/corr2005.html#abs-2005-10622

Xiaotian Hao Zhaoqing Peng Yi Ma 0005 Guan Wang Junqi Jin Jianye Hao Shan Chen Rongquan Bai Mingzhou Xie Miao Xu Zhenzhe Zheng 0001 Chuan Yu 0002 Han Li 0005 Jian Xu 0015 Kun Gai Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising. 2020 abs/2006.16312 CoRR https://arxiv.org/abs/2006.16312 db/journals/corr/corr2006.html#abs-2006-16312

Junjie Wang Qichao Zhang Dongbin Zhao Mengchen Zhao Jianye Hao Dynamic Horizon Value Estimation for Model-based Reinforcement Learning. 2020 abs/2009.09593 CoRR https://arxiv.org/abs/2009.09593 db/journals/corr/corr2009.html#abs-2009-09593

Haotian Fu Hongyao Tang Jianye Hao Chen Chen 0077 Xidong Feng Dong Li 0016 Wulong Liu Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning. 2020 abs/2009.13891 CoRR https://arxiv.org/abs/2009.13891 db/journals/corr/corr2009.html#abs-2009-13891

Guangzheng Hu Yuanheng Zhu Dongbin Zhao Mengchen Zhao Jianye Hao Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint. 2020 abs/2010.04978 CoRR https://arxiv.org/abs/2010.04978 db/journals/corr/corr2010.html#abs-2010-04978

Hongyao Tang Zhaopeng Meng Jianye Hao Chen Chen 0077 Daniel Graves Dong Li 0016 Wulong Liu Yaodong Yang 0002 What About Taking Policy as Input of Value Function: Policy-extended Value Function Approximator. 2020 abs/2010.09536 CoRR https://arxiv.org/abs/2010.09536 db/journals/corr/corr2010.html#abs-2010-09536

Ming Zhou 0006 Jun Luo 0009 Julian Villela Yaodong Yang 0002 David Rusu Jiayu Miao Weinan Zhang 0001 Montgomery Alban Iman Fadakar Zheng Chen Aurora Chongxi Huang Ying Wen 0001 Kimia Hassanzadeh Daniel Graves Dong Chen Zhengbang Zhu Nhat M. Nguyen Mohamed Elsayed 0009 Kun Shao Sanjeevan Ahilan Baokuan Zhang Jiannan Wu Zhengang Fu Kasra Rezaee Peyman Yadmellat Mohsen Rohani Nicolas Perez Nieves Yihan Ni Seyedershad Banijamali Alexander I. Cowen-Rivers Zheng Tian 0002 Daniel Palenicek Haitham Bou-Ammar Hongbo Zhang Wulong Liu Jianye Hao Jun Wang 0012 SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving. 2020 abs/2010.09776 CoRR https://arxiv.org/abs/2010.09776 db/journals/corr/corr2010.html#abs-2010-09776

Yujing Hu Weixun Wang Hangtian Jia Yixiang Wang Yingfeng Chen Jianye Hao Feng Wu 0001 Changjie Fan Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping. 2020 abs/2011.02669 CoRR https://arxiv.org/abs/2011.02669 db/journals/corr/corr2011.html#abs-2011-02669

Jiajun Fan He Ba Xian Guo Jianye Hao Critic PI2: Master Continuous Planning via Policy Improvement with Path Integrals and Deep Actor-Critic Reinforcement Learning. 2020 abs/2011.06752 CoRR https://arxiv.org/abs/2011.06752 db/journals/corr/corr2011.html#abs-2011-06752

Alexander I. Cowen-Rivers Wenlong Lyu Zhi Wang 0001 Rasul Tutunov Jianye Hao Jun Wang 0012 Haitham Bou-Ammar HEBO: Heteroscedastic Evolutionary Bayesian Optimisation. 2020 abs/2012.03826 CoRR https://arxiv.org/abs/2012.03826 db/journals/corr/corr2012.html#abs-2012-03826

Chengwei Zhang 0001 Xiaohong Li 0001 Jianye Hao Siqi Chen 0001 Karl Tuyls Wanli Xue Zhiyong Feng 0002 SA-IGA: a multiagent reinforcement learning method towards socially optimal outcomes. 403-429 2019 33 Auton. Agents Multi Agent Syst. 4 https://doi.org/10.1007/s10458-019-09411-3 db/journals/aamas/aamas33.html#ZhangLHCTXF19

Jiajie Peng Weiwei Hui Qianqian Li Bolin Chen Jianye Hao Qinghua Jiang Xuequn Shang 0001 Zhongyu Wei A learning-based framework for miRNA-disease association identification using neural networks. 4364-4371 2019 35 Bioinform. 21 https://doi.org/10.1093/bioinformatics/btz254 https://www.wikidata.org/entity/Q64111297 db/journals/bioinformatics/bioinformatics35.html#PengHLCHJSW19

Hanxu Hou Tian Gan Yaodong Yang 0002 Xianglei Zhu Sen Liu Weiming Guo Jianye Hao Using deep reinforcement learning to speed up collective cell migration. 571:1-571:10 2019 20-S BMC Bioinform. 18 https://doi.org/10.1186/s12859-019-3126-5 https://www.wikidata.org/entity/Q91419150 db/journals/bmcbi/bmcbi20S.html#HouGYZLGH19

Xianglei Zhu Bofeng Fu Yaodong Yang 0002 Yu Ma Jianye Hao Siqi Chen 0001 Shuang Liu 0007 Tiegang Li Sen Liu Weiming Guo Zhenyu Liao Attention-based recurrent neural network for influenza epidemic prediction. 575:1-575:10 2019 20-S BMC Bioinform. 18 https://doi.org/10.1186/s12859-019-3131-8 https://www.wikidata.org/entity/Q91419147 db/journals/bmcbi/bmcbi20S.html#ZhuFYMHCLLLGL19

Weichao Wang Zhaopeng Meng Zan Wang Shuang Liu 0007 Jianye Hao LoopFix: an approach to automatic repair of buggy loops. 100-112 2019 156 J. Syst. Softw. https://doi.org/10.1016/j.jss.2019.06.076 https://www.wikidata.org/entity/Q127660187 db/journals/jss/jss156.html#WangMWLH19

Hongyao Tang Jianye Hao Li Wang Tim Baarslag Zan Wang An Optimal Rewiring Strategy for Cooperative Multiagent Social Learning. 10049-10050 2019 AAAI https://doi.org/10.1609/aaai.v33i01.330110049 conf/aaai/2019 db/conf/aaai/aaai2019.html#TangHWBW19 Chao Yu 0004 Xin Wang 0077 Jianye Hao Zhanbo Feng Reinforcement Learning for Cooperative Overtaking. 341-349 2019 AAMAS http://dl.acm.org/citation.cfm?id=3331712 conf/atal/2019 db/conf/atal/aamas2019.html#YuWHF19 Xiaotian Hao Weixun Wang Jianye Hao Yaodong Yang 0002 Independent Generative Adversarial Self-Imitation Learning in Cooperative Multiagent Systems. 1315-1323 2019 AAMAS http://dl.acm.org/citation.cfm?id=3331837 conf/atal/2019 db/conf/atal/aamas2019.html#HaoWHY19 Hongyao Tang Jianye Hao Li Wang Zan Wang Tim Baarslag An Optimal Rewiring Strategy for Cooperative Multiagent Social Learning. 2209-2211 2019 AAMAS http://dl.acm.org/citation.cfm?id=3332060 conf/atal/2019 db/conf/atal/aamas2019.html#TangHWWB19 Tianpei Yang Jianye Hao Zhaopeng Meng Yan Zheng 0002 Chongjie Zhang Ze Zheng Bayes-ToMoP: A Fast Detection and Best Response Algorithm Towards Sophisticated Opponents. 2282-2284 2019 AAMAS http://dl.acm.org/citation.cfm?id=3332085 conf/atal/2019 db/conf/atal/aamas2019.html#YangHMZZZ19 Yaodong Yang 0002 Jianye Hao Yan Zheng 0002 Xiaotian Hao Bofeng Fu Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Reinforcement Learning Framework. 2285-2287 2019 AAMAS http://dl.acm.org/citation.cfm?id=3332086 conf/atal/2019 db/conf/atal/aamas2019.html#YangHZHF19 Jianyu Zhang Jianye Hao Françoise Fogelman-Soulié Zan Wang Automatic Feature Engineering by Deep Reinforcement Learning. 2312-2314 2019 AAMAS http://dl.acm.org/citation.cfm?id=3332095 conf/atal/2019 db/conf/atal/aamas2019.html#ZhangHFW19 Siqi Chen 0001 Yonghao Cui Cong Shang Jianye Hao Gerhard Weiss 0001 ONECG: Online Negotiation Environment for Coalitional Games. 2348-2350 2019 AAMAS http://dl.acm.org/citation.cfm?id=3332108 conf/atal/2019 db/conf/atal/aamas2019.html#ChenCSHW19 Weixun Wang Junqi Jin Jianye Hao Chunjie Chen 0004 Chuan Yu 0002 Weinan Zhang 0001 Jun Wang 0012 Xiaotian Hao Yixi Wang 0003 Han Li 0005 Jian Xu 0015 Kun Gai Learning Adaptive Display Exposure for Real-Time Advertising. 2595-2603 2019 CIKM https://doi.org/10.1145/3357384.3357806 conf/cikm/2019 db/conf/cikm/cikm2019.html#WangJH0YZWHWLXG19 Weixun Wang Jianye Hao Yixi Wang 0003 Matthew E. Taylor Achieving cooperation through deep multiagent reinforcement learning in sequential prisoner's dilemmas. 11:1-11:7 2019 DAI https://doi.org/10.1145/3356464.3357712 conf/dai2/2019 db/conf/dai2/dai2019.html#WangHWT19 Yujing Hu Yingfeng Chen Changjie Fan Jianye Hao Explicitly Coordinated Policy Iteration. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/51 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#HuCFH19 357-363 Tianpei Yang Jianye Hao Zhaopeng Meng Chongjie Zhang Yan Zheng 0002 Ze Zheng Towards Efficient Detection and Optimal Response against Sophisticated Opponents. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/88 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#YangHMZZZ19 623-629 Yaodong Yang 0002 Jianye Hao Yan Zheng 0002 Chao Yu 0004 Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/89 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#YangHZY19 630-636 Haotian Fu Hongyao Tang Jianye Hao Zihan Lei Yingfeng Chen Changjie Fan Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/323 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#FuTHLCF19 2329-2335 Qianlong Liu Baoliang Cui Zhongyu Wei Baolin Peng Haikuan Huang Hongbo Deng Jianye Hao Xuanjing Huang 0001 Kam-Fai Wong Building Personalized Simulator for Interactive Search. 2019 IJCAI https://doi.org/10.24963/ijcai.2019/710 conf/ijcai/2019 db/conf/ijcai/ijcai2019.html#LiuCWPHDHHW19 5109-5115 Yan Zheng 0002 Changjie Fan Xiaofei Xie Ting Su 0001 Lei Ma 0003 Jianye Hao Zhaopeng Meng Yang Liu 0003 Ruimin Shen Yingfeng Chen Wuji: Automatic Online Combat Game Testing Using Evolutionary Deep Reinforcement Learning. 772-784 2019 ASE https://doi.org/10.1109/ASE.2019.00077 conf/kbse/2019 db/conf/kbse/ase2019.html#ZhengFXS0HMLSC19 Kaihong Han Maode Ma Xiaohong Li 0001 Zhiyong Feng 0002 Jianye Hao An Efficient Handover Authentication Mechanism for 5G Wireless Network. 1-8 2019 WCNC https://doi.org/10.1109/WCNC.2019.8885915 conf/wcnc/2019 db/conf/wcnc/wcnc2019.html#HanMLFH19

Haotian Fu Hongyao Tang Jianye Hao Zihan Lei Yingfeng Chen Changjie Fan Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces. 2019 abs/1903.04959 CoRR http://arxiv.org/abs/1903.04959 db/journals/corr/corr1903.html#abs-1903-04959

Hongyao Tang Jianye Hao Guangyong Chen Pengfei Chen 0003 Zhaopeng Meng Yaodong Yang 0002 Li Wang Disentangling Dynamics and Returns: Value Function Decomposition with Future Prediction. 2019 abs/1905.11100 CoRR http://arxiv.org/abs/1905.11100 db/journals/corr/corr1905.html#abs-1905-11100

Yi Ma 0005 Jianye Hao Yaodong Yang 0002 Han Li 0005 Junqi Jin Guangyong Chen Spectral-based Graph Convolutional Network for Directed Graphs. 2019 abs/1907.08990 CoRR http://arxiv.org/abs/1907.08990 db/journals/corr/corr1907.html#abs-1907-08990

Weixun Wang Tianpei Yang Yong Liu 0007 Jianye Hao Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Yang Gao 0001 Action Semantics Network: Considering the Effects of Actions in Multiagent Systems. 2019 abs/1907.11461 CoRR http://arxiv.org/abs/1907.11461 db/journals/corr/corr1907.html#abs-1907-11461

Weixun Wang Tianpei Yang Yong Liu 0007 Jianye Hao Xiaotian Hao Yujing Hu Yingfeng Chen Changjie Fan Yang Gao 0001 From Few to More: Large-scale Dynamic Multiagent Curriculum Learning. 2019 abs/1909.02790 CoRR http://arxiv.org/abs/1909.02790 db/journals/corr/corr1909.html#abs-1909-02790

Xiaotian Hao Weixun Wang Jianye Hao Yaodong Yang 0002 Independent Generative Adversarial Self-Imitation Learning in Cooperative Multiagent Systems. 2019 abs/1909.11468 CoRR http://arxiv.org/abs/1909.11468 db/journals/corr/corr1909.html#abs-1909-11468

Haotian Fu Hongyao Tang Jianye Hao Efficient meta reinforcement learning via meta goal generation. 2019 abs/1909.13607 CoRR http://arxiv.org/abs/1909.13607 db/journals/corr/corr1909.html#abs-1909-13607

Yizhen Dong Peixin Zhang 0001 Jingyi Wang 0004 Shuang Liu 0007 Jun Sun 0001 Jianye Hao Xinyu Wang 0001 Li Wang Jin Song Dong 0001 Dai Ting There is Limited Correlation between Coverage and Robustness for Deep Neural Networks. 2019 abs/1911.05904 CoRR http://arxiv.org/abs/1911.05904 db/journals/corr/corr1911.html#abs-1911-05904

Yong Liu 0007 Weixun Wang Yujing Hu Jianye Hao Xingguo Chen Yang Gao 0001 Multi-Agent Game Abstraction via Graph Attention Neural Network. 2019 abs/1911.10715 CoRR http://arxiv.org/abs/1911.10715 db/journals/corr/corr1911.html#abs-1911-10715

Hangyu Mao Wulong Liu Jianye Hao Jun Luo 0009 Dong Li 0016 Zhengchao Zhang Jun Wang 0012 Zhen Xiao Neighborhood Cognition Consistent Multi-Agent Reinforcement Learning. 2019 abs/1912.01160 CoRR http://arxiv.org/abs/1912.01160 db/journals/corr/corr1912.html#abs-1912-01160

Xiaotian Hao Jianye Hao Wang Li Hanxu Hou Effective norm emergence in cell systems under limited communication. 23-35 2018 19-S BMC Bioinform. 5 https://doi.org/10.1186/s12859-018-2097-2 https://www.wikidata.org/entity/Q53072918 db/journals/bmcbi/bmcbi19S.html#HaoHLH18

Xiaohong Li 0001 Ru Cao Jianye Hao An Adaptive Learning Based Network Selection Approach for 5G Dynamic Environments. 236 2018 20 Entropy 4 https://doi.org/10.3390/e20040236 https://www.wikidata.org/entity/Q103830234 db/journals/entropy/entropy20.html#LiCH18

Jianye Hao Jun Sun 0001 Guangyong Chen Zan Wang Chao Yu 0004 Zhong Ming 0001 Efficient and Robust Emergence of Norms through Heuristic Collective Learning. 23:1-23:20 2018 12 ACM Trans. Auton. Adapt. Syst. 4 https://doi.org/10.1145/3127498 db/journals/taas/taas12.html#HaoSCWYM18

Jianye Hao Eunsuk Kang Jun Sun 0001 Zan Wang Zhaopeng Meng Xiaohong Li 0001 Zhong Ming 0001 An Adaptive Markov Strategy for Defending Smart Grid False Data Injection From Malicious Attackers. 2398-2408 2018 9 IEEE Trans. Smart Grid 4 https://doi.org/10.1109/TSG.2016.2610582 db/journals/tsg/tsg9.html#HaoKSWMLM18

Yixi Wang 0003 Wenhuan Lu Jianye Hao Jianguo Wei Ho-fung Leung Efficient Convention Emergence through Decoupled Reinforcement Social Learning with Teacher-Student Mechanism. 795-803 2018 AAMAS http://dl.acm.org/citation.cfm?id=3237501 conf/atal/2018 db/conf/atal/aamas2018.html#WangLHWL18 Yaodong Yang 0002 Jianye Hao Zan Wang Mingyang Sun Goran Strbac Recurrent Deep Multiagent Q-Learning for Autonomous Agents in Future Smart Grid. 2136-2138 2018 AAMAS http://dl.acm.org/citation.cfm?id=3238097 conf/atal/2018 db/conf/atal/aamas2018.html#YangHWSS18 Chengwei Zhang 0001 Xiaohong Li 0001 Jianye Hao Sandip Sen Wanli Xue Zhiyong Feng 0002 The Dynamics of Opinion Evolution in Gossiper-Media Model with WoLS-CALA Learning. 2159-2161 2018 AAMAS http://dl.acm.org/citation.cfm?id=3238105 conf/atal/2018 db/conf/atal/aamas2018.html#ZhangLHSXF18 Chengwei Zhang 0001 Xiaohong Li 0001 Jianye Hao Siqi Chen 0001 Karl Tuyls Zhiyong Feng 0002 SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. 2162-2164 2018 AAMAS http://dl.acm.org/citation.cfm?id=3238106 conf/atal/2018 db/conf/atal/aamas2018.html#ZhangLHCTF18 Bofeng Fu Yaodong Yang 0002 Yu Ma Jianye Hao Siqi Chen 0001 Shuang Liu 0007 Tiegang Li Zhenyu Liao Xianglei Zhu Attention-Based Recurrent Multi-Channel Neural Network for Influenza Epidemic Prediction. 1245-1248 2018 BIBM https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621467 conf/bibm/2018 db/conf/bibm/bibm2018.html#FuYMHCLLLZ18 Tian Gan Yaodong Yang 0002 Jianye Hao Zhenyu Liao Xianglei Zhu Speeding up Collective Cell Migration Using Deep Reinforcement Learning. 1277-1280 2018 BIBM https://doi.ieeecomputersociety.org/10.1109/BIBM.2018.8621416 conf/bibm/2018 db/conf/bibm/bibm2018.html#GanYHLZ18 Takumi Akazaki Shuang Liu 0007 Yoriyuki Yamagata Yihai Duan Jianye Hao Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning. 456-465 2018 FM https://doi.org/10.1007/978-3-319-95582-7_27 conf/fm/2018 db/conf/fm/fm2018.html#AkazakiLYDH18 Yaodong Yang 0002 Jianye Hao Mingyang Sun Zan Wang Changjie Fan Goran Strbac Recurrent Deep Multiagent Q-Learning for Autonomous Brokers in Smart Grid. 569-575 2018 IJCAI https://doi.org/10.24963/ijcai.2018/79 conf/ijcai/2018 db/conf/ijcai/ijcai2018.html#YangHSWFS18 Yan Zheng 0002 Zhaopeng Meng Jianye Hao Zongzhang Zhang Tianpei Yang Changjie Fan A Deep Bayesian Policy Reuse Approach Against Non-Stationary Agents. 962-972 2018 NeurIPS https://proceedings.neurips.cc/paper/2018/hash/85422afb467e9456013a2a51d4dff702-Abstract.html http://papers.nips.cc/paper/7374-a-deep-bayesian-policy-reuse-approach-against-non-stationary-agents conf/nips/2018 db/conf/nips/nips2018.html#ZhengMHZYF18 Wanshu Liu Chengwei Zhang 0001 Tianpei Yang Jianye Hao Xiaohong Li 0001 Zhijie Bao Achieving Multiagent Coordination Through CALA-rFMQ Learning in Continuous Action Space. 132-139 2018 PRICAI https://doi.org/10.1007/978-3-319-97310-4_15 conf/pricai/2018b db/conf/pricai/pricai2018b.html#LiuZYHLB18 Yan Zheng 0002 Zhaopeng Meng Jianye Hao Zongzhang Zhang Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments. 421-429 2018 PRICAI https://doi.org/10.1007/978-3-319-97310-4_48 conf/pricai/2018b db/conf/pricai/pricai2018b.html#ZhengMHZ18 Gaosheng Liu Xin Wang 0030 Xiaohong Li 0001 Jianye Hao Zhiyong Feng 0002 ESRQ: An Efficient Secure Routing Method in Wireless Sensor Networks Based on Q-Learning. 149-155 2018 TrustCom/BigDataSE https://doi.org/10.1109/TrustCom/BigDataSE.2018.00032 https://doi.ieeecomputersociety.org/10.1109/TrustCom/BigDataSE.2018.00032 conf/trustcom/2018 db/conf/trustcom/trustcom2018.html#LiuWLHF18

Yan Zheng 0002 Jianye Hao Zongzhang Zhang Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments. 2018 abs/1802.08534 CoRR http://arxiv.org/abs/1802.08534 db/journals/corr/corr1802.html#abs-1802-08534

Weixun Wang Jianye Hao Yixi Wang 0003 Matthew E. Taylor Towards Cooperation in Sequential Prisoner's Dilemmas: a Deep Multiagent Reinforcement Learning Approach. 2018 abs/1803.00162 CoRR http://arxiv.org/abs/1803.00162 db/journals/corr/corr1803.html#abs-1803-00162

Chengwei Zhang 0001 Xiaohong Li 0001 Jianye Hao Siqi Chen 0001 Karl Tuyls Wanli Xue SA-IGA: A Multiagent Reinforcement Learning Method Towards Socially Optimal Outcomes. 2018 abs/1803.03021 CoRR http://arxiv.org/abs/1803.03021 db/journals/corr/corr1803.html#abs-1803-03021

Tianpei Yang Jianye Hao Zhaopeng Meng Sandip Sen Sheng Jin Hierarchical Heuristic Learning towards Effcient Norm Emergence. 2018 abs/1803.03059 CoRR http://arxiv.org/abs/1803.03059 db/journals/corr/corr1803.html#abs-1803-03059

Takumi Akazaki Shuang Liu 0007 Yoriyuki Yamagata Yihai Duan Jianye Hao Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning. 2018 abs/1805.00200 CoRR http://arxiv.org/abs/1805.00200 db/journals/corr/corr1805.html#abs-1805-00200

Hongyao Tang Li Wang Zan Wang Tim Baarslag Jianye Hao An Optimal Rewiring Strategy for Reinforcement Social Learning in Cooperative Multiagent Systems. 2018 abs/1805.08588 CoRR http://arxiv.org/abs/1805.08588 db/journals/corr/corr1805.html#abs-1805-08588

Weixun Wang Junqi Jin Jianye Hao Chunjie Chen 0004 Chuan Yu 0002 Weinan Zhang 0001 Jun Wang 0012 Yixi Wang 0003 Han Li 0005 Jian Xu 0015 Kun Gai Learning to Advertise with Adaptive Exposure via Constrained Two-Level Reinforcement Learning. 2018 abs/1809.03149 CoRR http://arxiv.org/abs/1809.03149 db/journals/corr/corr1809.html#abs-1809-03149

Tianpei Yang Zhaopeng Meng Jianye Hao Chongjie Zhang Yan Zheng 0002 Bayes-ToMoP: A Fast Detection and Best Response Algorithm Towards Sophisticated Opponents. 2018 abs/1809.04240 CoRR http://arxiv.org/abs/1809.04240 db/journals/corr/corr1809.html#abs-1809-04240

Chengwei Zhang 0001 Xiaohong Li 0001 Jianye Hao Siqi Chen 0001 Karl Tuyls Zhiyong Feng 0002 Wanli Xue Rong Chen 0003 SCC-rFMQ Learning in Cooperative Markov Games with Continuous Actions. 2018 abs/1809.06625 CoRR http://arxiv.org/abs/1809.06625 db/journals/corr/corr1809.html#abs-1809-06625

Hongyao Tang Jianye Hao Tangjie Lv Yingfeng Chen Zongzhang Zhang Hangtian Jia Chunxu Ren Yan Zheng 0002 Changjie Fan Li Wang Hierarchical Deep Multiagent Reinforcement Learning. 2018 abs/1809.09332 CoRR http://arxiv.org/abs/1809.09332 db/journals/corr/corr1809.html#abs-1809-09332

Jianye Hao Dongping Huang Yi Cai 0001 Ho-fung Leung The dynamics of reinforcement social learning in networked cooperative multiagent systems. 111-122 2017 58 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2016.11.008 db/journals/eaai/eaai58.html#HaoHCL17

Chi-Kong Chan Jianye Hao Ho-fung Leung Reciprocal Social Strategy in Social Repeated Games and Emergence of Social Norms. 1760007:1-1760007:33 2017 26 Int. J. Artif. Intell. Tools 1 https://doi.org/10.1142/S0218213017600077 db/journals/ijait/ijait26.html#ChanHL17

Fengyuan Zhu Guangyong Chen Jianye Hao Pheng-Ann Heng Blind Image Denoising via Dependent Dirichlet Process Tree. 1518-1531 2017 39 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2016.2604816 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2016.2604816 https://www.wikidata.org/entity/Q48000589 db/journals/pami/pami39.html#ZhuCHH17

Xiaohong Li 0001 Shuxin Li 0001 Jianye Hao Zhiyong Feng 0002 Bo An 0001 Optimal Personalized Defense Strategy Against Man-In-The-Middle Attack. 593-599 2017 AAAI https://doi.org/10.1609/aaai.v31i1.10565 conf/aaai/2017 db/conf/aaai/aaai2017.html#LiLHFA17 Xiaotian Hao Jianye Hao Wang Li Effective norm emergence in cell systems under limited communication. 1670-1673 2017 BIBM https://doi.org/10.1109/BIBM.2017.8217910 https://doi.ieeecomputersociety.org/10.1109/BIBM.2017.8217910 conf/bibm/2017 db/conf/bibm/bibm2017.html#HaoHL17 Xianglei Zhu Shuai Zhao Yaodong Yang 0002 Hongyao Tang Zan Wang Jianye Hao A real-time ensemble classification algorithm for time series data. 145-150 2017 ICA https://doi.ieeecomputersociety.org/10.1109/AGENTS.2017.8015322 conf/ica2/2017 db/conf/ica2/ica2017.html#ZhuZ0TWH17 Xiaohong Li 0001 Ru Cao Jianye Hao Zhiyong Feng 0002 A Prediction and Learning Based Approach to Network Selection in Dynamic Environments. 92-100 2017 ICANN (1) https://doi.org/10.1007/978-3-319-68600-4_12 conf/icann/2017-1 db/conf/icann/icann2017-1.html#LiCHF17 Wei Yang Xiaohong Li 0001 Zhiyong Feng 0002 Jianye Hao TLSsem: A TLS Security-Enhanced Mechanism against MITM Attacks in Public WiFis. 30-39 2017 ICECCS https://doi.org/10.1109/ICECCS.2017.24 https://doi.ieeecomputersociety.org/10.1109/ICECCS.2017.24 conf/iceccs/2017 db/conf/iceccs/iceccs2017.html#YangLFH17 Ling Shi 0002 Shuang Liu 0007 Jianye Hao Jun Yang Koh Zhe Hou Jin Song Dong 0001 Towards Solving Decision Making Problems Using Probabilistic Model Checking. 150-153 2017 ICECCS https://doi.org/10.1109/ICECCS.2017.21 https://doi.ieeecomputersociety.org/10.1109/ICECCS.2017.21 conf/iceccs/2017 db/conf/iceccs/iceccs2017.html#ShiLHKHD17 Yunhao Liu 0001 Xiaohong Li 0001 Zhiyong Feng 0002 Jianye Hao An Improved Android Collusion Attack Detection Method Based on Program Slicing. 315-331 2017 ICFEM https://doi.org/10.1007/978-3-319-68690-5_19 conf/icfem/2017 db/conf/icfem/icfem2017.html#LiuLFH17 Shuxin Li 0001 Xiaohong Li 0001 Jianye Hao Bo An 0001 Zhiyong Feng 0002 Kangjie Chen Chengwei Zhang 0001 Defending Against Man-In-The-Middle Attack in Repeated Games. 3742-3748 2017 IJCAI https://doi.org/10.24963/ijcai.2017/523 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#LiLHAFCZ17 Huijuan He Xiaohong Li 0001 Zhiyong Feng 0002 Jianye Hao Xiaofei Wang Haijun Zhang An Adaptive Handover Trigger Strategy for 5G C/U Plane Split Heterogeneous Network. 476-480 2017 MASS https://doi.org/10.1109/MASS.2017.28 https://doi.ieeecomputersociety.org/10.1109/MASS.2017.28 conf/mass/2017 db/conf/mass/mass2017.html#HeLFHWZ17 Hongbo Li 0003 Xiaohong Li 0001 Jianye Hao Guangquan Xu Zhiyong Feng 0002 Xiaofei Xie FESR: A Framework for Eliciting Security Requirements Based on Integration of Common Criteria and Weakness Detection Formal Model. 352-363 2017 QRS https://doi.org/10.1109/QRS.2017.45 conf/qrs/2017 db/conf/qrs/qrs2017.html#LiLHXFX17 Jiangjuan Wang Xiaohong Li 0001 Zhiyong Feng 0002 Jianye Hao Guangquan Xu Zhuobing Han Automated Software Security Requirements Recommendation Based on FT-SR Model. 382-385 2017 SEKE https://doi.org/10.18293/SEKE2017-040 conf/seke/2017 db/conf/seke/seke2017.html#WangLFHXH17

Xiaohong Li 0001 Jiayi Xu Guangquan Xu Jianye Hao Xiaoru Li Zhiyong Feng 0002 Honghao Gao Fepchecker: An Automatic Model Checker for Verifying Fairness and Non-Repudiation of Security Protocols in Web Service. 563-586 2016 26 Int. J. Softw. Eng. Knowl. Eng. 4 https://doi.org/10.1142/S0218194016400027 https://www.wikidata.org/entity/Q114978518 db/journals/ijseke/ijseke26.html#LiXXHLFG16

Songzheng Song Jianye Hao Yang Liu 0003 Jun Sun 0001 Ho-fung Leung Jie Zhang 0002 Improved EGT-Based Robustness Analysis of Negotiation Strategies in Multiagent Systems via Model Checking. 197-208 2016 46 IEEE Trans. Hum. Mach. Syst. 2 https://doi.org/10.1109/THMS.2015.2429573 db/journals/thms/thms46.html#SongH00L016

Chao Yu 0004 Hongtao Lv Sandip Sen Jianye Hao Fenghui Ren Rui Liu An Adaptive Learning Framework for Efficient Emergence of Social Norms: (Extended Abstract). 1307-1308 2016 AAMAS http://dl.acm.org/citation.cfm?id=2937133 conf/atal/2016 db/conf/atal/aamas2016.html#YuLSHRL16 Chengwei Zhang 0001 Xiaohong Li 0001 Shuxin Li 0001 Jianye Hao Dynamic analysis of cell interactions in biological environments under multiagent social learning framework. 1673-1678 2016 BIBM https://doi.org/10.1109/BIBM.2016.7822770 https://doi.ieeecomputersociety.org/10.1109/BIBM.2016.7822770 conf/bibm/2016 db/conf/bibm/bibm2016.html#ZhangLLH16 Xiaohong Li 0001 Chengwei Zhang 0001 Jianye Hao Karl Tuyls Siqi Chen 0001 Zhiyong Feng 0002 Socially-Aware Multiagent Learning: Towards Socially Optimal Outcomes. 533-541 2016 ECAI https://doi.org/10.3233/978-1-61499-672-9-533 conf/ecai/2016 db/conf/ecai/ecai2016.html#LiZHTCF16 Tianpei Yang Zhaopeng Meng Jianye Hao Sandip Sen Chao Yu 0004 Accelerating Norm Emergence Through Hierarchical Heuristic Learning. 1344-1352 2016 ECAI https://doi.org/10.3233/978-1-61499-672-9-1344 conf/ecai/2016 db/conf/ecai/ecai2016.html#YangMHSY16 Jianye Hao Eunsuk Kang Jun Sun 0001 Daniel Jackson 0001 Designing minimal effective normative systems with the help of lightweight formal methods. 50-60 2016 SIGSOFT FSE https://doi.org/10.1145/2950290.2950307 conf/sigsoft/2016 db/conf/sigsoft/fse2016.html#HaoK0J16 Ren Zhao Xiaohong Li 0001 Guangquan Xu Zhiyong Feng 0002 Jianye Hao E-SSL: An SSL Security-Enhanced Method for Bypassing MITM Attacks in Mobile Internet. 101-120 2016 SOFL+MSVL https://doi.org/10.1007/978-3-319-57708-1_7 conf/sofl/2016 db/conf/sofl/sofl2016.html#ZhaoLXFH16 Kunding Fang Xiaohong Li 0001 Jianye Hao Zhiyong Feng 0002 Formal Modeling and Verification of Security Protocols on Cloud Computing Systems Based on UML 2.3. 852-859 2016 Trustcom/BigDataSE/ISPA https://doi.org/10.1109/TrustCom.2016.0148 conf/trustcom/2016 db/conf/trustcom/trustcom2016.html#FangLHF16

Fengyuan Zhu Guangyong Chen Jianye Hao Pheng-Ann Heng Blind Image Denoising via Dependent Dirichlet Process Tree. 2016 abs/1601.03117 CoRR http://arxiv.org/abs/1601.03117 db/journals/corr/corr1601.html#ZhuCHH16

Jianye Hao Ho-fung Leung Introducing decision entrustment mechanism into repeated bilateral agent interactions to achieve social optimality. 658-682 2015 29 Auton. Agents Multi Agent Syst. 4 https://doi.org/10.1007/s10458-014-9265-1 db/journals/aamas/aamas29.html#HaoL15

Jianye Hao Ho-fung Leung Zhong Ming 0001 Multiagent Reinforcement Social Learning toward Coordination in Cooperative Multiagent Systems. 20:1-20:20 2015 9 ACM Trans. Auton. Adapt. Syst. 4 https://doi.org/10.1145/2644819 db/journals/taas/taas9.html#HaoLM15

Jianye Hao Ho-fung Leung Reinforcement social learning of social optimality with influencer agents. 167-178 2015 13 Web Intell. 3 https://doi.org/10.3233/WEB-150319 db/journals/wias/wias13.html#HaoL15

Jianye Hao Jun Sun 0001 Dongping Huang Yi Cai 0001 Chao Yu 0004 Heuristic Collective Learning for Efficient and Robust Emergence of Social Norms. 1647-1648 2015 AAMAS http://dl.acm.org/citation.cfm?id=2773366 conf/atal/2015 db/conf/atal/aamas2015.html#HaoSHCY15 Chao Yu 0004 Hongtao Lv Fenghui Ren Honglin Bao Jianye Hao Hierarchical Learning for Emergence of Social Norms in Networked Multiagent Systems. 630-643 2015 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-319-26350-2_56 conf/ausai/2015 db/conf/ausai/ausai2015.html#YuLRBH15 Siqi Chen 0001 Jianye Hao Gerhard Weiss 0001 Shuang Zhou 0001 Zili Zhang Toward Efficient Agreements in Real-Time Multilateral Agent-Based Negotiations. 896-903 2015 ICTAI https://doi.org/10.1109/ICTAI.2015.130 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2015.130 conf/ictai/2015 db/conf/ictai/ictai2015.html#ChenHWZZ15 Chi-Kong Chan Jianye Hao Ho-fung Leung Reciprocal Social Strategy in Social Repeated Games. 966-973 2015 ICTAI https://doi.org/10.1109/ICTAI.2015.139 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2015.139 conf/ictai/2015 db/conf/ictai/ictai2015.html#ChanHL15 Jianye Hao Yinxing Xue Mahinthan Chandramohan Yang Liu 0003 Jun Sun 0001 An Adaptive Markov Strategy for Effective Network Intrusion Detection. 1085-1092 2015 ICTAI https://doi.org/10.1109/ICTAI.2015.154 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2015.154 conf/ictai/2015 db/conf/ictai/ictai2015.html#HaoXCLS15

Jianye Hao Songzheng Song Ho-fung Leung Zhong Ming 0001 An efficient and robust negotiating strategy in bilateral negotiations over multiple items. 45-57 2014 34 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2014.05.008 db/journals/eaai/eaai34.html#HaoSLM14

Jianye Hao Eunsuk Kang Daniel Jackson 0001 Jun Sun 0001 Adaptive Defending Strategy for Smart Grid Attacks. 23-30 2014 SEGS@CCS https://doi.org/10.1145/2667190.2667195 conf/ccs/2014segs db/conf/ccs/segs2014.html#HaoKJ014 Siqi Chen 0001 Jianye Hao Gerhard Weiss 0001 Karl Tuyls Ho-fung Leung Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. 983-984 2014 ECAI https://doi.org/10.3233/978-1-61499-419-0-983 conf/ecai/2014 db/conf/ecai/ecai2014.html#ChenHWTL14 Jianye Hao Dongping Huang Yi Cai 0001 Ho-fung Leung Networked Reinforcement Social Learning towards Coordination in Cooperative Multiagent Systems. 374-378 2014 ICTAI https://doi.org/10.1109/ICTAI.2014.63 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2014.63 conf/ictai/2014 db/conf/ictai/ictai2014.html#HaoHCL14 Siqi Chen 0001 Jianye Hao Gerhard Weiss 0001 Karl Tuyls Ho-fung Leung Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. 147-158 2014 KI https://doi.org/10.1007/978-3-319-11206-0_15 conf/ki/2014 db/conf/ki/ki2014.html#ChenHWTL14 Jianye Hao Siqi Chen 0001 Gerhard Weiss 0001 Ho-fung Leung Karl Tuyls Robustness Analysis of Negotiation Strategies through Multiagent Learning in Repeated Negotiation Games. 41-56 2014 MATES https://doi.org/10.1007/978-3-319-11584-9_4 conf/mates/2014 db/conf/mates/mates2014.html#HaoCWLT14 Jianye Hao Ho-fung Leung CUHKAgent: An Adaptive Negotiation Strategy for Bilateral Negotiations over Multiple Items. 171-179 2014 Novel Insights in Agent-based Complex Automated Negotiation https://doi.org/10.1007/978-4-431-54758-7_11 series/sci/2014-535 db/series/sci/sci535.html#HaoL14 Jianye Hao Fairness, social optimality and individual rationality in agent interactions. 2013 Chinese University of Hong Kong, Hong Kong http://library.cuhk.edu.hk/record=b5884406 ndltd.org (oai:cuhk-dr:cuhk_327766)

Jianye Hao Ho-fung Leung Achieving Socially Optimal Outcomes in Multiagent Systems with Reinforcement Social Learning. 15:1-15:23 2013 8 ACM Trans. Auton. Adapt. Syst. 3 https://doi.org/10.1145/2517329 db/journals/taas/taas8.html#HaoL13

Jianye Hao Ho-fung Leung Reinforcement social learning of coordination in cooperative multiagent systems. 1321-1322 2013 AAMAS http://dl.acm.org/citation.cfm?id=2485204 conf/atal/2013 db/conf/atal/aamas2013.html#HaoL13 Jianye Hao Ho-fung Leung The Dynamics of Reinforcement Social Learning in Cooperative Multiagent Systems. 2013 IJCAI http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6310 http://ijcai.org/Abstract/13/037 conf/ijcai/2013 db/conf/ijcai/ijcai2013.html#HaoL13 184-190 Jianye Hao Ho-fung Leung Achieving Social Optimality with Influencer Agents. 140-151 2012 Complex https://doi.org/10.1007/978-3-319-03473-7_12 http://eudl.eu/doi/10.1007/978-3-319-03473-7_12 conf/complex/2012 db/conf/complex/complex2012.html#HaoL12 Jianye Hao Ho-fung Leung ABiNeS: An Adaptive Bilateral Negotiating Strategy over Multiple Items. 95-102 2012 IAT https://doi.org/10.1109/WI-IAT.2012.72 https://doi.ieeecomputersociety.org/10.1109/WI-IAT.2012.72 conf/iat/2012 db/conf/iat/iat2012.html#HaoL12 Songzheng Song Jianye Hao Yang Liu 0003 Jun Sun 0001 Ho-fung Leung Jin Song Dong 0001 Analyzing multi-agent systems with probabilistic model checking approach. 1337-1340 2012 ICSE https://doi.org/10.1109/ICSE.2012.6227085 https://doi.ieeecomputersociety.org/10.1109/ICSE.2012.6227085 http://dl.acm.org/citation.cfm?id=2337412 conf/icse/2012 db/conf/icse/icse2012.html#SongHLSLD12 Jianye Hao Ho-fung Leung Incorporating Fairness into Infinitely Repeated Games with Conflicting Interests for Conflicts Elimination. 314-321 2012 conf/ictai/2012 ICTAI https://doi.org/10.1109/ICTAI.2012.50 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2012.50 db/conf/ictai/ictai2012.html#HaoL12 Jianye Hao Ho-fung Leung Learning to Achieve Socially Optimal Solutions in General-Sum Games. 88-99 2012 PRICAI https://doi.org/10.1007/978-3-642-32695-0_10 conf/pricai/2012 db/conf/pricai/pricai2012.html#HaoL12 Jianye Hao Ho-fung Leung Incorporating Fairness into Agent Interactions Modeled as Two-Player Normal-Form Games. 100-111 2012 PRICAI https://doi.org/10.1007/978-3-642-32695-0_11 conf/pricai/2012 db/conf/pricai/pricai2012.html#HaoL12a Jianye Hao Songzheng Song Yang Liu 0003 Jun Sun 0001 Lin Gui 0002 Jin Song Dong 0001 Ho-fung Leung Probabilistic Model Checking Multi-agent Behaviors in Dispersion Games Using Counter Abstraction. 16-30 2012 PRIMA https://doi.org/10.1007/978-3-642-32729-2_2 conf/prima/2012 db/conf/prima/prima2012.html#HaoSLSGDL12 Jianye Hao Ho-fung Leung An Efficient Negotiation Protocol to Achieve Socially Optimal Allocation. 46-60 2012 PRIMA https://doi.org/10.1007/978-3-642-32729-2_4 conf/prima/2012 db/conf/prima/prima2012.html#HaoL12 Jianye Hao Ho-fung Leung Maintaining cooperation in homogeneous multi-agent system. 301-306 2012 SMC https://doi.org/10.1109/ICSMC.2012.6377718 conf/smc/2012 db/conf/smc/smc2012.html#HaoL12 Jianye Hao Ho-fung Leung Learning to Achieve Social Rationality Using Tag Mechanism in Repeated Interactions. 148-155 2011 ICTAI https://doi.org/10.1109/ICTAI.2011.31 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2011.31 conf/ictai/2011 db/conf/ictai/ictai2011.html#HaoL11 Jianye Hao Ho-fung Leung Strategy and Fairness in Repeated Two-agent Interaction. 3-6 2010 ICTAI (2) https://doi.org/10.1109/ICTAI.2010.75 https://doi.ieeecomputersociety.org/10.1109/ICTAI.2010.75 conf/ictai/2010-2 db/conf/ictai/ictai2010-2.html#HaoL10 Ling Wang Jianye Hao Feixuan Wang Bus-Based and NoC Infrastructure Performance Emulation and Comparison. 855-858 2009 ITNG https://doi.org/10.1109/ITNG.2009.186 https://doi.ieeecomputersociety.org/10.1109/ITNG.2009.186 conf/itng/2009 db/conf/itng/itng2009.html#WangHW09 Jianye Hao Wangmeng Zuo Kuanquan Wang Theoretical Investigation on Post-Processed LDA for Face and Palmprint Recognition. 301-305 2007 CIS https://doi.org/10.1109/CIS.2007.106 https://doi.ieeecomputersociety.org/10.1109/CIS.2007.106 conf/cis/2007 db/conf/cis/cis2007.html#HaoZW07 Matin Aghaei Sanjeevan Ahilan Rohan Deepak Ajwani Takumi Akazaki Montgomery Alban David Alfonso-Hermelo Mohammad Ali Alomrani Fahad Rahman Amik Mohammad Amini Bo An 0001 Dou An Ruyi An Zhiwu An He Ba Tim Baarslag Sunyam Bagga Chenjia Bai Lei Bai 0001 Rongquan Bai Yinqi Bai Seyed Ershad BanijamaliSeyedershad Banijamali Honglin Bao Zhijie Bao Fazl Barez Refinath Shahul Hameed Nabeezath Beevi Abdelhakim Benechehab Khalil Bibi Mahdi Biparva Saurabh Bodhe Haitham Bou-AmmarHaitham Ammar David Gamaliel Arcos Bravo Leo Maxime Brunswic Neil Burgess Guohao Cai Xinyan Cai Xinyu Cai Xinyue Cai Yi Cai 0001 Yuyang Cai Ru Cao Tongtong Cao Yushi Cao Zilin Cao Chi-Kong Chan Mahinthan Chandramohan Hongxing Chang Bolin Chen Boxing Chen Chen Chen 0077 Cheng Chen Chunjie Chen 0004 Chunlin Chen 0001 Dong Chen Enhong Chen Gongwei Chen Guangyong Chen Hanzhu Chen Hao Chen 0103 Hao Chen 0193 Jianyu Chen 0002 Jingxuan Chen Junjie Chen 0003 Kangjie Chen Lei Chen 0031 Lin Chen 0029 Mengjing Chen Pengfei Chen 0003 Ran Chen 0001 Rong Chen 0003 Shan Chen Shizhan Chen Siqi Chen 0001 Ting Chen 0006 Wei Chen 0088 Weixing Chen Wenhao Chen Xi Chen 0009 Xiaoyang Chen Xingguo Chen Xu Chen 0017 Xuanhao Chen 0001 Yankai Chen 0001 Yeqiu Chen Yibin Chen Yihang Chen Ying-Cong Chen Yingbing Chen Yingfeng Chen Yiqun Chen 0004 Yuqi Chen 0013 Yurui Chen Zheng Chen Zhenyu Chen Zhichao Chen Zhitang Chen Peng Cheng Rong Cheng Ruoyu Cheng Siyuan Cheng 0012 Zixu Cheng Hamza Cherkaoui Didier Chételat Dafeng Chi Filippos Christianos Hengshuo Chu Jie Chuai Mark Coates Thomas Coste Joseph Cotnareanu Alexander I. Cowen-Rivers Baoliang Cui Haiqin Cui Xinyu Cui Yonghao Cui Yongshun Cui Francesco Cursi Quanyu Dai Ting Dai Xinyi Dai Zipeng Dai Sarthak Das Mohammad Dehghan Danruo Deng Hongbo Deng Jiankang Deng Xiang Deng 0002 Xiaotie Deng Yanchen Deng Magnus Dierking Jin Song Dong 0001 Jiqian Dong Junyi Dong Shaokang Dong Yancheng Dong Yizhen Dong Zhenhua Dong Zibin Dong James Doran Qi Dou 0001 Jiazhen Du Xingbo Du Yali Du 0001 Zhaocheng Du Jiahui Duan Yihai Duan Zhijian Duan 0001 Mohamed Elsayed 0009 Iman Fadakar Changjie Fan Jiajun Fan Xiaochen Fan Zhenan Fan Hongyi Fang Kunding Fang Meng Fang Qiang Fang 0001 Yongchun Fang Zheng Fang 0007 Zhou Fang Cong Fei Chang Feng Lei Feng 0006 Ningya Feng Wu Feng Xidong Feng Xuening Feng Zhanbo Feng Zhixin Feng Zhiyong Feng 0002 Françoise Fogelman-Soulié Bofeng Fu Chi-Wing Fu Haotian Fu Lingzhi Fu Qianyi Fu Xian Fu Yingying Fu Yue Fu Zhengang Fu Kun Gai Tian Gan Chen Gao 0001 Chenxiao GaoChen-Xiao Gao Honghao Gao Longxiang Gao Xiaoyang Gao Yang Gao 0001 Yixu Gao Animesh Garg Jiaquan Geng Yanhui Geng Zijie Geng Abbas Ghaddar Amur Ghose Claire Glanois Chen Gong 0002 Jingjing Gong Shaogang Gong Ziqing Gong Jonas Gonzalez Jonas Gonzalez-Billandon Daniel Graves Ryan-Rhys Griffiths Antoine Grosnit Hongjian Gu Pengjie Gu Qiang Gu Shuyang Gu Chenyong Guan Isabel Guan Jiaojiao Guan Qiang Guan Weili Guan Lin Gui 0002 Runquan Gui Jiannan Guo 0001 Kaiyang Guo Wei Guo Weiming Guo Xian Guo Yanwei Guo Ziyu Guo Atia Hamidizadeh Bo Han 0003 Jiangze Han Kaihong Han Lei Han 0001 Linqi Han Lu Han Peilong Han Ruijiang Han Shuo Han Xiongwei Han Zhuobing Han Qianyue Hao Shaogang Hao Xiaotian Hao Huang Haotong Kimia Hassanzadeh Bin He Huijuan He Kun He 0001 Quan He Xiangkun He Xiuqiang He 0001 Xu He Pheng-Ann Heng Youssef Attia El Hili Hanxu Hou Yaqing Hou Zhe Hou Bing Hu Guangzheng Hu Han Hu Jian Hu Shoubo Hu Shuyue Hu Xiao Hu Xiaohan Hu Xiaowei Hu 0001 Xunhan Hu Yaochen Hu 0001 Yihan Hu 0011 Yucheng Hu Yujing Hu Zhipeng Hu Aurora Chongxi Huang Chongxi Huang Dongping Huang Guowei Huang Haikuan Huang Hanrui Huang Helong Huang Jinbang Huang Shiyu Huang 0001 Siqiao Huang Wenhan Huang Wenzhen Huang Wenzhi Huang Xuanjing Huang 0001 Yaoting Huang Ye Huang Yimin Huang Yu Huang 0005 Yuxuan Huang Ze Huang Zeren Huang Weiwei Hui Marco Hutter 0001 Ignacio Iacobacci Daniel Jackson 0001 Xuewu Ji Yunjie Ji Fan Jia Hangtian Jia Wenting Jia Dongmei Jiang Jiajun Jiang Qinghua Jiang Shougao Jiang Shuqiang Jiang Zhaohui Jiang Shaoqing Jiao Depeng Jin Jiarui Jin Junqi Jin Sheng Jin Xuanfa Jin Yuheng Jing Liran Juan Shixiong Kai Marcus Kalander Eunsuk Kang Raika Karimi Amirreza Kazemi Liangjun Ke Balázs Kégl Khyati Khandelwal Irwin King Jun Yang Koh Longxin Kou Kun Kuang 0001 Yufei Kuang Yao Lai Wai Lam Yixing Lan Zihan Lei Cesar Dario Cadena LermaCesar Cadena 0001 Ho-fung Leung Bin Li Bin Li 0025 Boyan Li Chengwen Li Derek Li Dong Li 0016 Guanbin Li Han Li 0005 Hao Li Hongbo Li 0003 Houqiang Li Huaxiong Li Jianshu Li Jin Li 0014 Jingjing Li 0007 Jingyi Li Jinpeng Li 0004 Juntao Li Kai Li Kai Li 0022 Kang Li Lehui Li Lin Li 0090 Minglei Li 0001 Mingzhi Li Muzhi Li 0001 Pengyi Li 0001 Pengyun Li Qianqian Li Shengbo Eben LiShengbo Li 0001 Shuai Li 0010 Shuxin Li 0001 Siyuan Li 0003 Tiegang Li Wang Li Weifan Li Wenbin Li 0006 Wenqian Li Xiaoguang Li Xiaohong Li 0001 Xiaoru Li Xijun Li Xing Li 0023 Xingjian Li 0007 Xiu Li 0001 Xuelong Li 0001 Yang Li 0197 Yanran Li Yewen Li Yi Li 0008 Yinchuan Li Yining Li Yong Li 0008 Yu Li 0022 Yutong Li Yuxiao Li Zaijing Li Zhenyang Li Zhigang Li Zhiming Li Zhiwei Li Zhiyuan Li Defu Lian Qing Lian Yingzhao Lian Chen Liang Hebin Liang Jing Liang Jiye Liang Xiaodan Liang Xize Liang Zhixuan Liang Ben Liao Pengyi Liao Qingmin Liao Ruihao Liao Zhenyu Liao Jianghao Lin Jimmy Lin Liang Lin 0004 Yibo Lin Bingfu Liu Feng Liu 0003 Fuhong Liu Furui Liu Gaosheng Liu Guoqing Liu Haoyang Liu 0002 Haoyu Liu 0002 Huaping Liu 0001 Jiacheng Liu Jian Liu 0004 Jianheng Liu Jiashun Liu Jinmei Liu Jinxin Liu Jinyi Liu 0002 Minghuan Liu Muzi Liu Peng Liu 0008 Puze Liu Qianlong Liu Qun Liu 0001 Rui Liu Sen Liu Shuang Liu 0007 Taichi Liu Tianyang Liu Tongliang Liu Wanshu Liu Weiwen Liu Wulong Liu Xien Liu Xing Liu Yang Liu 0003 Yepang Liu 0001 Yi Liu 0069 Yicheng Liu Yong Liu 0007 Yuecheng Liu Yuhao Liu Yunhao Liu 0001 Ziyan Liu Mingsheng Long Anqi Lu Dazhi Lu Guilin Lu Hongjin Lu Jiawen Lu Meng Lu Wenhuan Lu Yiming Lu Yiyang Lu Yupu Lu Dezhao Luo Guangyuan Luo Jintian Luo Jun Luo 0009 Ping Luo 0002 Shan Luo 0001 Shuang Luo Weilin Luo Yicheng Luo Yu Luo Chen Lv 0001 Hongtao Lv Lei Lv Qi Lv 0001 Tangjie Lv Yongliang Lv Junlong Lyu Shuxuan Lyu Wenlong Lyu Xianglong Lyu Chen Ma 0001 Chi Ma Haoyu Ma Lei Ma 0003 Liheng Ma Maode Ma Shaojin Ma Yi Ma 0005 Yu Ma Yueen Ma 0001 Yuzhe Ma Zhihao Ma Hangyu Mao Kun Mao 0001 Liyuan Mao Yihuan Mao Alexandre MaravalAlexandre Max Maraval Walid Masoudimansour Mehrtash Mehrabi Zhaopeng MengZhao-Peng Meng Ziqiao Meng David MguniDavid Henry Mguni Jiayu Miao Zhong Ming 0001 Donglin Mo Reza Moravej Christopher E. Mower Xuechen Mu Yao Mu 0001 Nhat M. Nguyen Fei Ni 0001 Hang Ni Yihan Ni Jian-Yun Nie Liqiang Nie Nicolas Perez Nieves Chen Ning Boxuan Niu Svetlana Obraztsova Sajjad Pakdamansavoji Soumyasundar Pal Daniel Palenicek Jilai Pan Wei Pan 0004 Yan Pang Giuseppe Paolo Georgios Papoudakis Prasanna Parthasarathi Baolin Peng Jiajie Peng Jinghao Peng Kexing Peng Zhaoqing Peng Surya Penmetsa Jan Peters 0001 Haiyin Piao Chak-Wa Pui Zhongang Qi Chao Qian 0001 Yuxi Qian Hong Qiao Jinbin Qiao Mian Qin Yingrong Qin Wei Qiu 0001 Weichao Qiu Xipeng Qiu Yutao Qiu Xingyue Quan Zinovi Rabinovich Zhongwen Rao Amir Rasouli Chunxu Ren Fenghui Ren Yuanyi Ren Kasra Rezaee Mehdi Rezagholizadeh Mohsen Rohani David Rusu Tong Sang Sandip Sen Cong Shang Lifeng Shang Xuequn Shang 0001 Kun Shao Rui Shao 0001 Weiqi Shao Xinyu Shao Yunfeng Shao 0001 Guibao Shen Qianli Shen Ruimin Shen Xinwei Shen 0002 Chuhan Shi Lei Shi Ling Shi 0002 Yuanchun Shi Guojie Song Jifei Song Lei Song Mingchen Song Songzheng Song Zixing Song Goran Strbac Hang Su 0006 Ting Su 0001 Xingjian Su Defeng Sun Fuchun Sun 0001 Jiangeng Sun Jiankai Sun Jianwen Sun Jun Sun 0001 Mingyang Sun Qianyi Sun Qisong Sun Yang Sun Yuefeng Sun Zexu Sun Zhixiao Sun Kai Tan Bohan Tang Hongyao Tang Jie Tang 0001 Ke Tang 0001 Pingzhong Tang Ruiming Tang Yanzhe Tang Zhentao Tang Wenyuan Tao Davide Tateo Matthew E. Taylor Albert Thomas 0001 Guangjian Tian Yu Tian Zhao Tian Zheng Tian 0002 Dai Ting Xialiang Tong Xin T. Tong Dimitrios Tsaras Zhaojie Tu Idil Tuncali Rasul Tutunov Karl Tuyls Antonios Valkanas Julian Villela Yevgeniy Vorobeychik Jia Wan 0001 Yuhui Wan Bin Wang Bin Wang 0034 Bo Wang 0027 Bowen Wang 0017 Chao Wang Chaojie Wang 0001 Cong Wang Da Wang Dongge Wang 0001 Fangzhou Wang Feixuan Wang Guan Wang Hanchao Wang Hao Wang 0049 Haozhi Wang He Wang Jiangjuan Wang Jianmin Wang 0001 Jiaze Wang Jie Wang 0005 Jing Wang 0055 Jingwei Wang 0002 Jingyi Wang 0004 Jinlong Wang Jun Wang Jun Wang 0012 Junjie Wang Junyi Wang Kai Wang 0064 Kehan Wang Kerong Wang Kuanquan Wang Li Wang Ling Wang Lingxiao Wang 0003 Michael Yu Wang Peiyu Wang Pinzheng Wang Qing Wang 0015 Qiong Wang 0001 Qizhou Wang Ren-Jian Wang Ruitao Wang Rundong Wang Shuai Wang 0020 Taiyi Wang Tao Wang 0082 Tiancai Wang Weichao Wang Weixun Wang Xi Wang Xiaofei Wang Xiaoqiang Wang 0003 Xin Wang 0030 Xin Wang 0077 Xinyu Wang 0001 Yasheng Wang Yitian Wang Yiwen Wang Yixi Wang 0003 Yixiang Wang Yubin Wang Yue Wang 0007 Yuening Wang Yunqi Wang Yunzhou Wang Yutong Wang Yuxian Wang Zan Wang Zehao Wang Zhaodong Wang Zhaoran Wang 0001 Zhen Wang 0004 Zhenyu Wang 0005 Zhi Wang 0001 Zhihai Wang Jianguo Wei Shuangqing Wei Wei Wei 0018 Wenya Wei Zhongyu Wei Gerhard Weiss 0001 Feng Wen Ying Wen 0001 Yongming Wen Paul Weng Kam-Fai Wong Chao Wu 0001 Chengjie Wu Chenyang Wu 0001 Fei Wu 0001 Feng Wu 0001 Hongzhong Wu Ji Wu Jialong Wu 0001 Jiannan Wu Jizhou Wu Leling Wu Qingyuan Wu Qiyu Wu 0006 Runyu Wu Runze Wu 0001 Shiguang Wu 0001 Shiguang Wu 0004 Shuang Wu 0005 Yihong Wu 0006 Yik-Chung Wu Zhe Wu Zhihao Wu Zifan Wu Zihao Wu Wei Xi 0002 Pengxiang Xia Shutao XiaShu-Tao Xia Shuyin Xia Wei Xia 0001 Xilin Xia Zhangkong Xian Xiang Xiang 0001 Chenjun Xiao Jun Xiao 0001 Wenyi Xiao Yihang Xiao Yixin Xiao Zhen Xiao Bin Xie Binzhu Xie Mingzhou Xie Pengwei Xie Xiaofei Xie Xiaohan Xie Junliang Xing Zhenghao Xing Zheng Xiong Fengli Xu Guangquan Xu Hang Xu 0004 Haoping Xu Huang Xu 0003 Huazhe Xu Jian Xu 0015 Jiang Xu 0001 Jiaqi Xu Jiayi Xu Junfeng Xu Miao Xu Qiang Xu 0001 Shuli Xu Siyuan Xu Songcen Xu Ting Xu Xin Xu 0001 Xuemiao Xu Yian Xu Yueming Xu Zhexuan Xu Hansheng Xue Ke Xue 0001 Wanli Xue Xidi Xue Yinxing Xue Peyman Yadmellat Yoriyuki Yamagata Junchi Yan Ming Yan 0010 Bowen Yang Guoyu Yang Lin Yang 0009 Lin Yang 0011Lin F. Yang Linyi Yang Menglin Yang 0001 Mengyue Yang Mingyu Yang 0003 Muming Yang Ning Yang 0005 Qingyue Yang Shangdong Yang Shaofu Yang Shuwen Yang Tianpei Yang Tiantian Yang Wei Yang Yaodong Yang 0001 Yaodong Yang 0002 Yehai Yang Yuhao Yang Yuhao Yang 0008 Yuxi Yang Zhihao Yang Zhuoran Yang Jun Yao Qianyuan Yao Xianze Yao Xufeng Yao Baijun Ye Junjie Ye 0002 Mingxuan Ye Yunjie Ye Shaofeng Yin Li Yixing Makoto Yokoo Heng You Evangeline F. Y. Young Bei Yu 0001 Changmin Yu Chao Yu 0004 Chuan Yu 0002 Hongzhan Yu Qiaojun Yu Qixian Yu Xianzhi Yu Yang Yu 0001 Yifan Yu Yong Yu 0001 Yuanqiang Yu Yue Yu Jian Yuan Jianyong Yuan Mingxuan Yuan Xi Yuan Yifu Yuan Yu-Jie Yuan Derek Yuen Stefanos Zafeiriou Jia Zeng Long Zeng 0001 Xi Zeng Yiming Zeng 0002 Yongcheng Zeng Anbang Zhai Baokuan Zhang Bin Zhang 0052 Changhao Zhang Chengwei Zhang 0001 Chongjie Zhang Fei Zhang Fubiao Zhang Fuzheng Zhang Ge Zhang Guangliang Zhang Haifeng Zhang 0002 Haijun Zhang Hao Zhang 0004 Haodi Zhang Haozheng Zhang Hongbo Zhang Jiahui Zhang Jianping Zhang Jianyi Zhang Jianyu Zhang Jie Zhang 0002 Junge Zhang Kai Zhang 0012 Li Zhang 0040 Lin Zhang 0001 Lingfeng Zhang Luo Zhang 0002 Min Zhang Peixin Zhang 0001 Peng Zhang Qi Zhang 0001 Qichao Zhang Qin Zhang 0011 Rui Zhang 0003 Shaohua Zhang Shenyu Zhang 0001 Shiduo Zhang Shuoheng Zhang Tianle Zhang Weinan Zhang 0001 Xiaopeng Zhang 0009 Xinyu Zhang Xueyou Zhang Yexin Zhang Yingxue Zhang 0001 Yong Zhang 0004 Yongdong Zhang 0001 Yue Zhang Yupeng Zhang Zeyu Zhang Zhanguang Zhang Zhanpeng Zhang Zhao Zhang Zhengchao Zhang Zhihao Zhang Zili Zhang Ziyun Zhang Zongzhang Zhang Bin Zhao 0001 Dongbin Zhao Hang Zhao 0021 Jian Zhao 0018 Jianing Zhao Kai Zhao Mengchen Zhao Ren Zhao Rui Zhao 0001 Shiwei Zhao Shuai Zhao Tianyi Zhao 0001 Yan Zhao 0008 Yao Zhao Yizhou Zhao Youpeng Zhao 0001 Caiwei Zhen Hui-Ling Zhen Huiling Zhen James Xi ZhengXi Zheng 0001 Kai Zheng 0001 Xuejing Zheng Yan Zheng 0002 Ze Zheng Zhenrui Zheng Zhenzhe Zheng 0001 Cheng Zhong Guoqiang Zhong 0001 Ruizhe Zhong Tao Zhong 0004 Gongyu Zhou Jiaming Zhou Kaiwen Zhou 0001 Ming Zhou 0006 Mingyuan Zhou Shuang Zhou 0001 Shunbo Zhou Tianze Zhou Wengang Zhou 0001 Xiaofang Zhou 0001 Xinglin Zhou Xinyi Zhou 0010 Xurui Zhou Yanpeng Zhou Yuxuan Zhou Yuyan Zhou Zirui Zhou Didi Zhu Fangzhou Zhu Fengyuan Zhu Guangxiang Zhu He Zhu Jiangcheng Zhu Jieming Zhu Jun Zhu 0001 Menghui Zhu Peican Zhu Shengyu Zhu 0001 Xianglei Zhu Yin Zhu Yiwen Zhu Yuanheng Zhu Yuanyang Zhu Zhengbang Zhu Yuzheng Zhuang Hankui ZhuoHankz Hankui Zhuo Matthieu Zimmer Yuxuan Zong Xiaolong Zou Dongsheng Zuo Wangmeng Zuo