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2020 – today
- 2026
[j8]Nimet Beyza Bozdag
, Shuhaib Mehri, Xiaocheng Yang, Hyeonjeong Ha, Zirui Cheng, Esin Durmus, Jiaxuan You, Heng Ji, Gokhan Tur, Dilek Hakkani-Tür:
Must Read: A Comprehensive Survey of Computational Persuasion. ACM Comput. Surv. 58(12): 310:1-310:39 (2026)- [j7]Tao Feng, Pengrui Han, Guanyu Lin, Ge Liu, Jiaxuan You:
Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems. Trans. Mach. Learn. Res. 2026 (2026) - [j6]Zijie Lei, Tao Feng, Zhigang Hua, Yan Xie, Guanyu Lin, Shuang Yang, Ge Liu, Jiaxuan You:
UniRec: Unified Multimodal Encoding for LLM-Based Recommendations. Trans. Mach. Learn. Res. 2026 (2026) - [c40]Yaowenqi Liu, BingXu Meng, Rui Pan, Yuxing Liu, Jerry Huang, Jiaxuan You, Tong Zhang:
GUIDE: Towards Scalable Advising for Research Ideas. ACL (1) 2026: 42813-42834 - [i94]Siqi Zhu, Jiaxuan You:
OpenTinker: Separating Concerns in Agentic Reinforcement Learning. CoRR abs/2601.07376 (2026) - [i93]Chi-Chih Chang, Siqi Zhu, Zhichen Zeng, Haibin Lin, Jiaxuan You, Mohamed S. Abdelfattah, Ziheng Jiang, Xuehai Qian:
SRT: Accelerating Reinforcement Learning via Speculative Rollout with Tree-Structured Cache. CoRR abs/2601.09083 (2026) - [i92]Tianxin Wei, Ting-Wei Li, Zhining Liu, Xuying Ning, Ze Yang, Jiaru Zou, Zhichen Zeng, Ruizhong Qiu, Xiao Lin, Dongqi Fu, Zihao Li, Mengting Ai, Duo Zhou, Wenxuan Bao, Yunzhe Li, Gaotang Li, Cheng Qian, Yu Wang, Xiangru Tang, Yin Xiao, Liri Fang, Hui Liu, Xianfeng Tang, Yuji Zhang, Chi Wang, Jiaxuan You, Heng Ji, Hanghang Tong, Jingrui He:
Agentic Reasoning for Large Language Models. CoRR abs/2601.12538 (2026) - [i91]Peixuan Han, Yingjie Yu, Jingjun Xu, Jiaxuan You:
DRPG (Decompose, Retrieve, Plan, Generate): An Agentic Framework for Academic Rebuttal. CoRR abs/2601.18081 (2026) - [i90]Zijie Lei, Tao Feng, Zhigang Hua, Yan Xie, Guanyu Lin, Shuang Yang, Ge Liu, Jiaxuan You:
UniRec: Unified Multimodal Encoding for LLM-Based Recommendations. CoRR abs/2601.19423 (2026) - [i89]Zhaochen Hong, Jiaxuan You:
DecompressionLM: Deterministic, Diagnostic, and Zero-Shot Concept Graph Extraction from Language Models. CoRR abs/2602.00377 (2026) - [i88]Yuheng Yang, Siqi Zhu, Tao Feng, Ge Liu, Jiaxuan You:
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction. CoRR abs/2602.00959 (2026) - [i87]Keyang Xuan, Pengda Wang, Chongrui Ye, Haofei Yu, Tal August, Jiaxuan You:
SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers. CoRR abs/2602.05115 (2026) - [i86]Haozhen Zhang, Haodong Yue, Tao Feng, Quanyu Long, Jianzhu Bao, Bowen Jin, Weizhi Zhang, Xiao Li, Jiaxuan You, Chengwei Qin, Wenya Wang:
Learning Query-Aware Budget-Tier Routing for Runtime Agent Memory. CoRR abs/2602.06025 (2026) - [i85]Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang, Yuanchen Bei, Yankai Chen, Tao Feng, Xinyu Pan, Zhen Tan, Yu Wang, Tianxin Wei, Shanglin Wu, Ruiyao Xu, Liangwei Yang, Rui Yang, Wooseong Yang, Chin-Yuan Yeh, Hanrong Zhang, Haozhen Zhang, Siqi Zhu, Henry Peng Zou, Wanjia Zhao, Song Wang, Wujiang Xu, Zixuan Ke, Zheng Hui, Dawei Li, Yaozu Wu, Langzhou He, Chen Wang, Xiongxiao Xu, Baixiang Huang, Juntao Tan, Shelby Heinecke, Huan Wang, Caiming Xiong, Ahmed A. Metwally, Jun Yan, Chen-Yu Lee, Hanqing Zeng, Yinglong Xia, Xiaokai Wei, Ali Payani, Yu Wang, Haitong Ma, Wenya Wang, Chenguang Wang, Yu Zhang, Xin Wang, Yongfeng Zhang, Jiaxuan You, Hanghang Tong, Xiao Luo, Xue Liu, Yizhou Sun, Wei Wang, Julian J. McAuley, James Zou, Jiawei Han, Philip S. Yu, Kai Shu:
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey. CoRR abs/2602.06052 (2026) - [i84]Pengrui Han, Xueqiang Xu, Keyang Xuan, Peiyang Song, Siru Ouyang, Runchu Tian, Yuqing Jiang, Cheng Qian, Pengcheng Jiang, Jiashuo Sun, Junxia Cui, Ming Zhong, Ge Liu, Jiawei Han, Jiaxuan You:
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs. CoRR abs/2602.07276 (2026) - [i83]Muxin Tian, Zhe Wang, Blair Yang, Zhenwei Tang, Kunlun Zhu, Honghua Dong, Hanchen Li, Xinni Xie, Guangjing Wang, Jiaxuan You:
SWE-Bench Mobile: Can Large Language Model Agents Develop Industry-Level Mobile Applications? CoRR abs/2602.09540 (2026) - [i82]Yanbo Wang, Jiaxuan You, Chuan Shi, Muhan Zhang:
Relational In-Context Learning via Synthetic Pre-training with Structural Prior. CoRR abs/2603.03805 (2026) - [i81]Tianyang Luo, Tao Feng, Zhigang Hua, Yan Xie, Shuang Yang, Ge Liu, Jiaxuan You:
MemReward: Graph-Based Experience Memory for LLM Reward Prediction with Limited Labels. CoRR abs/2603.19310 (2026) - [i80]Yuxin Chen, Chumeng Liang, Hangke Sui, Ruihan Guo, Chaoran Cheng, Jiaxuan You, Ge Liu:
LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling. CoRR abs/2604.11748 (2026) - [i79]Tao Feng, Pengrui Han, Guanyu Lin, Ge Liu, Jiaxuan You:
Thought-Retriever: Don't Just Retrieve Raw Data, Retrieve Thoughts for Memory-Augmented Agentic Systems. CoRR abs/2604.12231 (2026) - [i78]Yanru Qu, Yijie Zhang, Wenjuan Tan, Xiangzhe Kong, Xiangxin Zhou, Chaoran Cheng, Mathieu Blanchette, Jiaxuan You, Ge Liu:
h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network. CoRR abs/2604.23134 (2026) - [i77]Tao Feng, Haozhen Zhang, Zijie Lei, Peixuan Han, Jiaxuan You:
GraphPlanner: Graph Memory-Augmented Agentic Routing for Multi-Agent LLMs. CoRR abs/2604.23626 (2026) - [i76]Jingjun Xu, Hongji Pu, Tao Feng, Haozhen Zhang, Jiaxuan You, Ge Liu:
RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing. CoRR abs/2605.00180 (2026) - [i75]Haofei Yu, Jiaxuan You, Peter Clark, Bodhisattwa Prasad Majumder, Kyle Richardson:
ArtifactLinker: Linking Scientific Artifacts for Automatic State-of-the-Art Discovery. CoRR abs/2605.16902 (2026) - [i74]Keyang Xuan, Peiyang Song, Pan Lu, Pengrui Han, Wenkai Li, Zhenyu Zhang, Zexue He, Wenyue Hua, Manling Li, Jiaxuan You, Adrian Weller, Yizhong Wang, Jiaxin Pei:
Interactive Evaluation Requires a Design Science. CoRR abs/2605.17829 (2026) - [i73]Chongrui Ye, Yuxiang Liu, Yu Wang, Haofei Yu, Yining Zhao, Ge Liu, Julian J. McAuley, Jiaxuan You:
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents. CoRR abs/2605.20616 (2026) - [i72]Tao Feng, Zijie Lei, Zhigang Hua, Yan Xie, Shuang Yang, Ge Liu, Jiaxuan You:
LRanker: LLM Ranker for Massive Candidates. CoRR abs/2605.27810 (2026) - [i71]Tao Feng, Chongrui Ye, Tianyang Luo, Jingjun Xu, Xueqiang Xu, Haozhen Zhang, Ge Liu, Jiaxuan You:
ElasticMem: Latent Memory as a Learnable Resource for LLM Agents. CoRR abs/2605.30690 (2026) - [i70]Tao Feng, Chongrui Ye, Tianyang Luo, Jingjun Xu, Xueqiang Xu, Haozhen Zhang, Zhigang Hua, Yan Xie, Shuang Yang, Ge Liu, Jiaxuan You:
ExpGraph: Model-Agnostic Experience Learning with Graph-Structured Memory for LLM Agents. CoRR abs/2605.30712 (2026) - [i69]Tao Feng, Tianyang Luo, Jingjun Xu, Zhigang Hua, Yan Xie, Shuang Yang, Ge Liu, Jiaxuan You:
ExpWeaver: LLM Agents Learn from Experience via Latent RAG. CoRR abs/2606.01041 (2026) - [i68]Peixuan Han, Hongyi Du, Jiayu Liu, Yihang Sun, Yutong Liu, Jiaxuan You:
Ψ-Bench: Evaluating Persona-Sensitive Influencing in Persuasive Dialogues. CoRR abs/2606.02754 (2026) - 2025
- [j5]Zhongjie Dai, Tao Feng, Jiaxuan You:
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling. Trans. Mach. Learn. Res. 2025 (2025) - [j4]Haozhen Zhang, Tao Feng, Pengrui Han, Jiaxuan You:
AcademicEval: Live Long-Context LLM Benchmark. Trans. Mach. Learn. Res. 2025 (2025) - [c39]Yijie Hao, Haofei Yu, Jiaxuan You:
Beyond Facts: Evaluating Intent Hallucination in Large Language Models. ACL (1) 2025: 7046-7069 - [c38]Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Robert Tang, Heng Ji, Jiaxuan You:
MultiAgentBench : Evaluating the Collaboration and Competition of LLM agents. ACL (1) 2025: 8580-8622 - [c37]Haozhen Zhang, Tao Feng, Jiaxuan You:
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs. ACL (1) 2025: 23780-23799 - [c36]Zhaochen Hong, Haofei Yu, Jiaxuan You:
ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities. ACL (1) 2025: 33039-33075 - [c35]Lecheng Zheng, Baoyu Jing, Zihao Li, Zhichen Zeng, Tianxin Wei, Mengting Ai, Xinrui He, Lihui Liu, Dongqi Fu, Jiaxuan You, Hanghang Tong, Jingrui He:
PyG-SSL: A Graph Self-Supervised Learning Toolkit. CIKM 2025: 6580-6586 - [c34]Haofei Yu, Keyang Xuan, Fenghai Li, Kunlun Zhu, Zijie Lei, Jiaxun Zhang, Ziheng Qi, Kyle Richardson, Jiaxuan You:
TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents. EMNLP (System Demonstrations) 2025: 558-590 - [c33]Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yu Su, Haofei Yu, Jiaxuan You:
SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery. EMNLP 2025: 2289-2317 - [c32]Chumeng Liang, Jiaxuan You:
Evaluating LLM-Generated Diagrams as Graphs. EMNLP 2025: 12678-12690 - [c31]Tao Feng, Yihang Sun, Jiaxuan You:
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation. ICLR 2025 - [c30]Tao Feng, Yanzhen Shen, Jiaxuan You:
GraphRouter: A Graph-based Router for LLM Selections. ICLR 2025 - [c29]Jinwei Yao, Kaiqi Chen, Kexun Zhang, Jiaxuan You, Binhang Yuan, Zeke Wang, Tao Lin:
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference. ICLR 2025 - [c28]Tao Feng, Yexin Wu, Guanyu Lin, Jiaxuan You:
Graph World Model. ICML 2025 - [c27]Haofei Yu, Zhaochen Hong, Zirui Cheng, Kunlun Zhu, Keyang Xuan, Jinwei Yao, Tao Feng, Jiaxuan You:
ResearchTown: Simulator of Human Research Community. ICML 2025 - [c26]Haozhen Zhang, Tao Feng, Jiaxuan You:
Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning. NeurIPS 2025 - [i67]Zhenjie Sun, Naihao Deng, Haofei Yu, Jiaxuan You:
Table as Thought: Exploring Structured Thoughts in LLM Reasoning. CoRR abs/2501.02152 (2025) - [i66]Guanyu Lin, Zhigang Hua, Tao Feng, Shuang Yang, Bo Long, Jiaxuan You:
Unified Semantic and ID Representation Learning for Deep Recommenders. CoRR abs/2502.16474 (2025) - [i65]Kunlun Zhu, Hongyi Du, Zhaochen Hong, Xiaocheng Yang, Shuyi Guo, Zhe Wang, Zhenhailong Wang, Cheng Qian, Xiangru Tang, Heng Ji, Jiaxuan You:
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents. CoRR abs/2503.01935 (2025) - [i64]Tao Feng, Yihang Sun, Jiaxuan You:
GraphEval: A Lightweight Graph-Based LLM Framework for Idea Evaluation. CoRR abs/2503.12600 (2025) - [i63]Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu:
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR abs/2504.01990 (2025) - [i62]Nimet Beyza Bozdag, Shuhaib Mehri, Xiaocheng Yang, Hyeonjeong Ha, Zirui Cheng, Esin Durmus, Jiaxuan You, Heng Ji, Gokhan Tur, Dilek Hakkani-Tür:
Must Read: A Systematic Survey of Computational Persuasion. CoRR abs/2505.07775 (2025) - [i61]Zijia Liu, Peixuan Han, Haofei Yu, Haoru Li, Jiaxuan You:
Time-R1: Towards Comprehensive Temporal Reasoning in LLMs. CoRR abs/2505.13508 (2025) - [i60]Peixuan Han, Zijia Liu, Jiaxuan You:
ToMAP: Training Opponent-Aware LLM Persuaders with Theory of Mind. CoRR abs/2505.22961 (2025) - [i59]Kunlun Zhu, Jiaxun Zhang, Ziheng Qi, Nuoxing Shang, Zijia Liu, Peixuan Han, Yu Su, Haofei Yu, Jiaxuan You:
SafeScientist: Toward Risk-Aware Scientific Discoveries by LLM Agents. CoRR abs/2505.23559 (2025) - [i58]Yijie Hao, Haofei Yu, Jiaxuan You:
Beyond Facts: Evaluating Intent Hallucination in Large Language Models. CoRR abs/2506.06539 (2025) - [i57]Haozhen Zhang, Tao Feng, Jiaxuan You:
Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning. CoRR abs/2506.09033 (2025) - [i56]Zhaochen Hong, Haofei Yu, Jiaxuan You:
ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities. CoRR abs/2506.12376 (2025) - [i55]Tao Feng, Zhigang Hua, Zijie Lei, Yan Xie, Shuang Yang, Bo Long, Jiaxuan You:
IRanker: Towards Ranking Foundation Model. CoRR abs/2506.21638 (2025) - [i54]Tao Feng, Yexin Wu, Guanyu Lin, Jiaxuan You:
Graph World Model. CoRR abs/2507.10539 (2025) - [i53]Tao Feng, Haozhen Zhang, Zijie Lei, Pengrui Han, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jiaxuan You:
Fusing LLM Capabilities with Routing Data. CoRR abs/2507.10540 (2025) - [i52]Haofei Yu, Zhengyang Qi, Yining Zhao, Kolby Nottingham, Keyang Xuan, Bodhisattwa Prasad Majumder, Hao Zhu, Paul Pu Liang, Jiaxuan You:
Sotopia-RL: Reward Design for Social Intelligence. CoRR abs/2508.03905 (2025) - [i51]Peixuan Han, Adit Krishnan, Gerald Friedland, Jiaxuan You, Chris Kong:
Self-Aligned Reward: Towards Effective and Efficient Reasoners. CoRR abs/2509.05489 (2025) - [i50]Zirui Cheng, Jiaxuan You:
Towards Strategic Persuasion with Language Models. CoRR abs/2509.22989 (2025) - [i49]Matteo Boffa, Jiaxuan You:
Large-Scale Constraint Generation - Can LLMs Parse Hundreds of Constraints? CoRR abs/2509.24090 (2025) - [i48]Kunlun Zhu, Zijia Liu, Bingxuan Li, Muxin Tian, Yingxuan Yang, Jiaxun Zhang, Pengrui Han, Qipeng Xie, Fuyang Cui, Weijia Zhang, Xiaoteng Ma, Xiaodong Yu, Gowtham Ramesh, Jialian Wu, Zicheng Liu, Pan Lu, James Zou, Jiaxuan You:
Where LLM Agents Fail and How They can Learn From Failures. CoRR abs/2509.25370 (2025) - [i47]Haofei Yu, Keyang Xuan, Fenghai Li, Kunlun Zhu, Zijie Lei, Jiaxun Zhang, Ziheng Qi, Kyle Richardson, Jiaxuan You:
TinyScientist: An Interactive, Extensible, and Controllable Framework for Building Research Agents. CoRR abs/2510.06579 (2025) - [i46]Siqi Zhu, David Zhang, Pedro Cisneros-Velarde, Jiaxuan You:
GTAlign: Game-Theoretic Alignment of LLM Assistants for Mutual Welfare. CoRR abs/2510.08872 (2025) - [i45]Hongyi Du, Jiaqi Su, Jisen Li, Lijie Ding, Yingxuan Yang, Peixuan Han, Xiangru Tang, Kunlun Zhu, Jiaxuan You:
Which LLM Multi-Agent Protocol to Choose? CoRR abs/2510.17149 (2025) - [i44]Haozhen Zhang, Tao Feng, Pengrui Han, Jiaxuan You:
AcademicEval: Live Long-Context LLM Benchmark. CoRR abs/2510.17725 (2025) - [i43]Yixing Chen, Yiding Wang, Siqi Zhu, Haofei Yu, Tao Feng, Muhan Zhang, Mostofa Patwary, Jiaxuan You:
Multi-Agent Evolve: LLM Self-Improve through Co-evolution. CoRR abs/2510.23595 (2025) - [i42]Weijia Zhang, Zijia Liu, Haoru Li, Haoqi Chen, Jiaxuan You:
SeeingEye: Agentic Information Flow Unlocks Multimodal Reasoning In Text-only LLMs. CoRR abs/2510.25092 (2025) - [i41]Chumeng Liang, Jiaxuan You:
DiagramEval: Evaluating LLM-Generated Diagrams via Graphs. CoRR abs/2510.25761 (2025) - [i40]Haofei Yu, Fenghai Li, Jiaxuan You:
LiveTradeBench: Seeking Real-World Alpha with Large Language Models. CoRR abs/2511.03628 (2025) - [i39]Encheng Xie, Yihang Sun, Tao Feng, Jiaxuan You:
GMTRouter: Personalized LLM Router over Multi-turn User Interactions. CoRR abs/2511.08590 (2025) - [i38]Zhongjie Dai, Tao Feng, Jiaxuan You:
PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling. CoRR abs/2511.16883 (2025) - [i37]Jingjun Xu, Chongshan Lin, Haofei Yu, Tao Feng, Jiaxuan You:
ResearchArcade: Graph Interface for Academic Tasks. CoRR abs/2511.22036 (2025) - [i36]Pengcheng Jiang, Jiacheng Lin, Zhiyi Shi, Zifeng Wang, Luxi He, Yichen Wu, Ming Zhong, Peiyang Song, Qizheng Zhang, Heng Wang, Xueqiang Xu, Hanwen Xu, Pengrui Han, Dylan Zhang, Jiashuo Sun, Chaoqi Yang, Kun Qian, Tian Wang, Changran Hu, Manling Li, Quanzheng Li, Hao Peng, Sheng Wang, Jingbo Shang, Chao Zhang, Jiaxuan You, Liyuan Liu, Pan Lu, Yu Zhang, Heng Ji, Yejin Choi, Dawn Song, Jimeng Sun, Jiawei Han:
Adaptation of Agentic AI. CoRR abs/2512.16301 (2025) - [i35]Chumeng Liang, Zhanyang Jin, Zahaib Akhtar, Mona Pereira, Haofei Yu, Jiaxuan You:
Debugging Tabular Log as Dynamic Graphs. CoRR abs/2512.22903 (2025) - 2024
- [j3]Tao Feng, Chuanyang Jin, Jingyu Liu, Kunlun Zhu, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You:
How Far Are We From AGI: Are LLMs All We Need? Trans. Mach. Learn. Res. 2024 (2024) - [c25]Guanyu Lin, Tao Feng, Pengrui Han, Ge Liu, Jiaxuan You:
Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance. EMNLP (System Demonstrations) 2024: 122-130 - [c24]Pengrui Han, Peiyang Song, Haofei Yu, Jiaxuan You:
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models. EMNLP (Findings) 2024: 5624-5643 - [c23]Jiaxuan You, Mingjie Liu, Shrimai Prabhumoye, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro:
LLM-Evolve: Evaluation for LLM's Evolving Capability on Benchmarks. EMNLP 2024: 16937-16942 - [c22]Ziqi Gao, Tao Feng, Jiaxuan You, Chenyi Zi, Yan Zhou, Chen Zhang, Jia Li:
Deep Reinforcement Learning for Modelling Protein Complexes. ICLR 2024 - [c21]Matthias Fey, Weihua Hu, Kexin Huang, Jan Eric Lenssen, Rishabh Ranjan, Joshua Robinson, Rex Ying, Jiaxuan You, Jure Leskovec:
Position: Relational Deep Learning - Graph Representation Learning on Relational Databases. ICML 2024: 13592-13607 - [c20]Bowen Jin, Ziqi Pang, Bingjun Guo, Yu-Xiong Wang, Jiaxuan You, Jiawei Han:
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs. NeurIPS 2024 - [c19]Yue Yu, Wei Ping, Zihan Liu, Boxin Wang, Jiaxuan You, Chao Zhang, Mohammad Shoeybi, Bryan Catanzaro:
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs. NeurIPS 2024 - [i34]Rex Ying, Tianyu Fu, Andrew Wang, Jiaxuan You, Yu Wang, Jure Leskovec:
Representation Learning for Frequent Subgraph Mining. CoRR abs/2402.14367 (2024) - [i33]Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings, Mostofa Patwary, Sandeep Subramanian, Dan Su, Chen Zhu, Deepak Narayanan, Aastha Jhunjhunwala, Ayush Dattagupta, Vibhu Jawa, Jiwei Liu, Ameya Mahabaleshwarkar, Osvald Nitski, Annika Brundyn, James Maki, Miguel Martinez, Jiaxuan You, John Kamalu, Patrick LeGresley, Denys Fridman, Jared Casper, Ashwath Aithal, Oleksii Kuchaiev, Mohammad Shoeybi, Jonathan M. Cohen, Bryan Catanzaro:
Nemotron-4 15B Technical Report. CoRR abs/2402.16819 (2024) - [i32]Jinwei Yao, Kaiqi Chen, Kexun Zhang, Jiaxuan You, Binhang Yuan, Zeke Wang, Tao Lin:
DeFT: Flash Tree-attention with IO-Awareness for Efficient Tree-search-based LLM Inference. CoRR abs/2404.00242 (2024) - [i31]Ziqi Gao, Tao Feng, Jiaxuan You, Chenyi Zi, Yan Zhou, Chen Zhang, Jia Li:
Deep Reinforcement Learning for Modelling Protein Complexes. CoRR abs/2405.02299 (2024) - [i30]Tao Feng, Chuanyang Jin, Jingyu Liu, Kunlun Zhu, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You:
How Far Are We From AGI. CoRR abs/2405.10313 (2024) - [i29]Yue Yu, Wei Ping, Zihan Liu, Boxin Wang, Jiaxuan You, Chao Zhang, Mohammad Shoeybi, Bryan Catanzaro:
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs. CoRR abs/2407.02485 (2024) - [i28]Guanyu Lin, Tao Feng, Pengrui Han, Ge Liu, Jiaxuan You:
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance. CoRR abs/2409.04593 (2024) - [i27]Pengrui Han, Peiyang Song, Haofei Yu, Jiaxuan You:
In-Context Learning May Not Elicit Trustworthy Reasoning: A-Not-B Errors in Pretrained Language Models. CoRR abs/2409.15454 (2024) - [i26]Chumeng Liang, Jiaxuan You:
Real-World Benchmarks Make Membership Inference Attacks Fail on Diffusion Models. CoRR abs/2410.03640 (2024) - [i25]Tao Feng, Yanzhen Shen, Jiaxuan You:
GraphRouter: A Graph-based Router for LLM Selections. CoRR abs/2410.03834 (2024) - [i24]Bowen Jin, Ziqi Pang, Bingjun Guo, Yu-Xiong Wang, Jiaxuan You, Jiawei Han:
InstructG2I: Synthesizing Images from Multimodal Attributed Graphs. CoRR abs/2410.07157 (2024) - [i23]Haozhen Zhang, Tao Feng, Jiaxuan You:
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs. CoRR abs/2410.11001 (2024) - [i22]Haofei Yu, Zhaochen Hong, Zirui Cheng, Kunlun Zhu, Keyang Xuan, Jinwei Yao, Tao Feng, Jiaxuan You:
ResearchTown: Simulator of Human Research Community. CoRR abs/2412.17767 (2024) - [i21]Lecheng Zheng, Baoyu Jing, Zihao Li, Zhichen Zeng, Tianxin Wei, Mengting Ai, Xinrui He, Lihui Liu, Dongqi Fu, Jiaxuan You, Hanghang Tong, Jingrui He:
PyG-SSL: A Graph Self-Supervised Learning Toolkit. CoRR abs/2412.21151 (2024) - 2023
- [j2]Sajjad Fouladvand, Federico Reyes Gomez, Hamed Nilforoshan, Matthew Schwede, Morteza Noshad, Olivia Jee, Jiaxuan You, Rok Sosic, Jure Leskovec, Jonathan H. Chen:
Graph-based clinical recommender: Predicting specialists procedure orders using graph representation learning. J. Biomed. Informatics 143: 104407 (2023) - [j1]Yangrui Chen, Jiaxuan You, Jun He, Yuan Lin, Yanghua Peng, Chuan Wu, Yibo Zhu:
SP-GNN: Learning structure and position information from graphs. Neural Networks 161: 505-514 (2023) - [c18]Kaidi Cao, Jiaxuan You, Jiaju Liu, Jure Leskovec:
AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks. ICLR 2023 - [i20]Kaidi Cao, Jiaxuan You, Jure Leskovec:
Relational Multi-Task Learning: Modeling Relations between Data and Tasks. CoRR abs/2303.07666 (2023) - [i19]Kaidi Cao, Jiaxuan You, Jiaju Liu, Jure Leskovec:
AutoTransfer: AutoML with Knowledge Transfer - An Application to Graph Neural Networks. CoRR abs/2303.07669 (2023) - [i18]Matthias Fey, Weihua Hu, Kexin Huang, Jan Eric Lenssen, Rishabh Ranjan, Joshua Robinson, Rex Ying, Jiaxuan You, Jure Leskovec:
Relational Deep Learning: Graph Representation Learning on Relational Databases. CoRR abs/2312.04615 (2023) - 2022
- [c17]Kaidi Cao, Jiaxuan You, Jure Leskovec:
Relational Multi-Task Learning: Modeling Relations between Data and Tasks. ICLR 2022 - [c16]Jiaxuan You, Tianyu Du, Jure Leskovec:
ROLAND: Graph Learning Framework for Dynamic Graphs. KDD 2022: 2358-2366 - [i17]Tim Postuvan, Jiaxuan You, Mohammadreza Banaei, Rémi Lebret, Jure Leskovec:
AdaGrid: Adaptive Grid Search for Link Prediction Training Objective. CoRR abs/2203.16162 (2022) - [i16]Jiaxuan You, Tianyu Du, Jure Leskovec:
ROLAND: Graph Learning Framework for Dynamic Graphs. CoRR abs/2208.07239 (2022) - [i15]Shirley Wu, Jiaxuan You, Jure Leskovec, Rex Ying:
Efficient Automatic Machine Learning via Design Graphs. CoRR abs/2210.12257 (2022) - 2021
- [b1]Jiaxuan You:
Empowering deep learning with graphs. Stanford University, USA, 2021 - [c15]Jiaxuan You, Jonathan Michael Gomes Selman, Rex Ying, Jure Leskovec:
Identity-aware Graph Neural Networks. AAAI 2021: 10737-10745 - [c14]Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C.-C. Jay Kuo:
Inductive Learning on Commonsense Knowledge Graph Completion. IJCNN 2021: 1-8 - [i14]Jiaxuan You, Jonathan Gomes-Selman, Rex Ying, Jure Leskovec:
Identity-aware Graph Neural Networks. CoRR abs/2101.10320 (2021) - 2020
- [c13]Jiaxuan You, Jure Leskovec, Kaiming He, Saining Xie:
Graph Structure of Neural Networks. ICML 2020: 10881-10891 - [c12]Zhihao Jia, Sina Lin, Rex Ying, Jiaxuan You, Jure Leskovec, Alex Aiken:
Redundancy-Free Computation for Graph Neural Networks. KDD 2020: 997-1005 - [c11]Jiaxuan You, Xiaobai Ma, Daisy Yi Ding, Mykel J. Kochenderfer, Jure Leskovec:
Handling Missing Data with Graph Representation Learning. NeurIPS 2020 - [c10]Jiaxuan You, Zhitao Ying, Jure Leskovec:
Design Space for Graph Neural Networks. NeurIPS 2020 - [i13]Rex Ying, Zhaoyu Lou, Jiaxuan You, Chengtao Wen, Arquimedes Canedo, Jure Leskovec:
Neural Subgraph Matching. CoRR abs/2007.03092 (2020) - [i12]Jiaxuan You, Jure Leskovec, Kaiming He, Saining Xie:
Graph Structure of Neural Networks. CoRR abs/2007.06559 (2020) - [i11]Bin Wang, Guangtao Wang, Jing Huang, Jiaxuan You, Jure Leskovec, C.-C. Jay Kuo:
Inductive Learning on Commonsense Knowledge Graph Completion. CoRR abs/2009.09263 (2020) - [i10]Jiaxuan You, Xiaobai Ma, Daisy Yi Ding, Mykel J. Kochenderfer, Jure Leskovec:
Handling Missing Data with Graph Representation Learning. CoRR abs/2010.16418 (2020) - [i9]Jiaxuan You, Rex Ying, Jure Leskovec:
Design Space for Graph Neural Networks. CoRR abs/2011.08843 (2020)
2010 – 2019
- 2019
- [c9]Jiaxuan You, Rex Ying, Jure Leskovec:
Position-aware Graph Neural Networks. ICML 2019: 7134-7143 - [c8]Zhitao Ying, Dylan Bourgeois, Jiaxuan You, Marinka Zitnik, Jure Leskovec:
GNNExplainer: Generating Explanations for Graph Neural Networks. NeurIPS 2019: 9240-9251 - [c7]Jiaxuan You, Haoze Wu, Clark W. Barrett, Raghuram Ramanujan, Jure Leskovec:
G2SAT: Learning to Generate SAT Formulas. NeurIPS 2019: 10552-10563 - [c6]Jiaxuan You, Yichen Wang, Aditya Pal, Pong Eksombatchai, Chuck Rosenberg, Jure Leskovec:
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems. WWW 2019: 2236-2246 - [i8]Rex Ying, Dylan Bourgeois, Jiaxuan You, Marinka Zitnik, Jure Leskovec:
GNN Explainer: A Tool for Post-hoc Explanation of Graph Neural Networks. CoRR abs/1903.03894 (2019) - [i7]Jiaxuan You, Yichen Wang, Aditya Pal, Pong Eksombatchai, Chuck Rosenberg, Jure Leskovec:
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems. CoRR abs/1904.04381 (2019) - [i6]Zhihao Jia, Sina Lin, Rex Ying, Jiaxuan You, Jure Leskovec, Alex Aiken:
Redundancy-Free Computation Graphs for Graph Neural Networks. CoRR abs/1906.03707 (2019) - [i5]Jiaxuan You, Rex Ying, Jure Leskovec:
Position-aware Graph Neural Networks. CoRR abs/1906.04817 (2019) - [i4]Jiaxuan You, Haoze Wu, Clark W. Barrett, Raghuram Ramanujan, Jure Leskovec:
G2SAT: Learning to Generate SAT Formulas. CoRR abs/1910.13445 (2019) - 2018
- [c5]Jiaxuan You, Rex Ying, Xiang Ren, William L. Hamilton, Jure Leskovec:
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models. ICML 2018: 5694-5703 - [c4]Zhitao Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec:
Hierarchical Graph Representation Learning with Differentiable Pooling. NeurIPS 2018: 4805-4815 - [c3]Jiaxuan You, Bowen Liu, Zhitao Ying, Vijay S. Pande, Jure Leskovec:
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation. NeurIPS 2018: 6412-6422 - [i3]Jiaxuan You, Rex Ying, Xiang Ren, William L. Hamilton, Jure Leskovec:
GraphRNN: A Deep Generative Model for Graphs. CoRR abs/1802.08773 (2018) - [i2]Jiaxuan You, Bowen Liu, Rex Ying, Vijay S. Pande, Jure Leskovec:
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation. CoRR abs/1806.02473 (2018) - [i1]Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec:
Hierarchical Graph Representation Learning with Differentiable Pooling. CoRR abs/1806.08804 (2018) - 2017
- [c2]Jiaxuan You, Xiaocheng Li, Melvin Low, David B. Lobell, Stefano Ermon:
Deep Gaussian Process for Crop Yield Prediction Based on Remote Sensing Data. AAAI 2017: 4559-4566 - 2016
- [c1]Jiaxuan You, Wei Guo, Yi Zhang, Jianming Hu:
An effective simulation model for multi-line metro systems based on origin-destination data. ITSC 2016: 348-353
Coauthor Index
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