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2020 – today
- 2026
[j3]Tianwei Bao, Qineng Wang, Kangrui Wang, Mingkai Deng, Guangyi Liu, Jiayuan Mao, Lawrence Birnbaum, Zhiting Hu, Eric P. Xing, Zhaoran Wang, Manling Li:
ActionEQA: Action Interface for Embodied Question Answering. Trans. Mach. Learn. Res. 2026 (2026)- [j2]Xiaochang Li, Chen Qian, Qineng Wang, Jiangtao Kong, Yuchen Wang, Ziyu Yao, Bo Ji, Long Cheng, Gang Zhou, Huajie Shao:
Lens: A Knowledge-Guided Foundation Model for Network Traffic. Trans. Mach. Learn. Res. 2026 (2026) - [i15]Biao Chen, Jing Wang, Hairun Xie, Qineng Wang, Shuai Zhang, Yifan Xia, Jifa Zhang:
Physics-Informed Chebyshev Polynomial Neural Operator for Parametric Partial Differential Equations. CoRR abs/2602.01737 (2026) - [i14]Pingyue Zhang, Zihan Huang, Yue Wang, Jieyu Zhang, Letian Xue, Zihan Wang, Qineng Wang, Keshigeyan Chandrasegaran, Ruohan Zhang, Yejin Choi, Ranjay Krishna, Jiajun Wu, Li Fei-Fei, Manling Li:
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration? CoRR abs/2602.07055 (2026) - [i13]Hongjue Zhao, Haosen Sun
, Jiangtao Kong, Xiaochang Li, Qineng Wang, Liwei Jiang, Qi Zhu, Tarek F. Abdelzaher, Yejin Choi, Manling Li, Huajie Shao:
ODESteer: A Unified ODE-Based Steering Framework for LLM Alignment. CoRR abs/2602.17560 (2026) - [i12]Zihan Wang, Chi Gui, Xing Jin, Qineng Wang, Licheng Liu, Kangrui Wang, Shiqi Chen, Linjie Li, Zhengyuan Yang, Pingyue Zhang, Yiping Lu, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li:
RAGEN-2: Reasoning Collapse in Agentic RL. CoRR abs/2604.06268 (2026) - 2025
- [j1]Sunjinyan Ding, Kaifei He, Qineng Wang, Wenfei Zhang:
Enhanced High-Frequency Spatial Feature Networks for Hyperspectral Images Classification. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025) - [c4]Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang:
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. ICML 2025 - [c3]Kangrui Wang, Pingyue Zhang, Zihan Wang, Yaning Gao, Linjie Li, Qineng Wang, Hanyang Chen, Yiping Lu, Zhengyuan Yang, Lijuan Wang, Ranjay Krishna, Jiajun Wu, Fei-Fei Li, Yejin Choi, Manling Li:
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents. NeurIPS 2025 - [i11]Rui Yang, Hanyang Chen, Junyu Zhang, Mark Zhao, Cheng Qian, Kangrui Wang, Qineng Wang, Teja Venkat Koripella, Marziyeh Movahedi, Manling Li, Heng Ji, Huan Zhang, Tong Zhang:
EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents. CoRR abs/2502.09560 (2025) - [i10]Zihan Wang, Kangrui Wang, Qineng Wang, Pingyue Zhang, Linjie Li, Zhengyuan Yang, Xing Jin, Kefan Yu, Minh Nhat Nguyen, Licheng Liu, Eli Gottlieb, Yiping Lu, Kyunghyun Cho, Jiajun Wu, Li Fei-Fei, Lijuan Wang, Yejin Choi, Manling Li:
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning. CoRR abs/2504.20073 (2025) - [i9]Baiqiao Yin, Qineng Wang, Pingyue Zhang, Jianshu Zhang, Kangrui Wang, Zihan Wang, Jieyu Zhang, Keshigeyan Chandrasegaran, Han Liu, Ranjay Krishna, Saining Xie, Manling Li, Jiajun Wu, Li Fei-Fei:
Spatial Mental Modeling from Limited Views. CoRR abs/2506.21458 (2025) - [i8]Simon Sinong Zhan, Yao Liu, Philip Wang, Zinan Wang, Qineng Wang, Zhian Ruan, Xiangyu Shi, Xinyu Cao, Frank Yang, Kangrui Wang, Huajie Shao, Manling Li, Qi Zhu:
SENTINEL: A Multi-Level Formal Framework for Safety Evaluation of LLM-based Embodied Agents. CoRR abs/2510.12985 (2025) - [i7]Kangrui Wang, Pingyue Zhang, Zihan Wang, Yaning Gao, Linjie Li, Qineng Wang, Hanyang Chen, Chi Wan, Yiping Lu, Zhengyuan Yang, Lijuan Wang, Ranjay Krishna, Jiajun Wu, Li Fei-Fei, Yejin Choi, Manling Li:
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents. CoRR abs/2510.16907 (2025) - [i6]Qineng Wang, Wenlong Huang, Yu Zhou, Hang Yin, Tianwei Bao, Jianwen Lyu, Weiyu Liu, Ruohan Zhang, Jiajun Wu, Li Fei-Fei, Manling Li:
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction. CoRR abs/2511.20937 (2025) - 2024
- [c2]Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song:
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL (1) 2024: 6106-6131 - [c1]Manling Li, Shiyu Zhao, Qineng Wang, Kangrui Wang, Yu Zhou, Sanjana Srivastava, Cem Gokmen, Tony Lee, Li Erran Li, Ruohan Zhang, Weiyu Liu, Percy Liang, Li Fei-Fei, Jiayuan Mao, Jiajun Wu:
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making. NeurIPS 2024 - [i5]Qineng Wang, Chen Qian, Xiaochang Li, Ziyu Yao, Huajie Shao:
Lens: A Foundation Model for Network Traffic in Cybersecurity. CoRR abs/2402.03646 (2024) - [i4]Qineng Wang, Zihao Wang, Ying Su, Hanghang Tong, Yangqiu Song:
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? CoRR abs/2402.18272 (2024) - [i3]Chen Qian, Xiaochang Li, Qineng Wang, Gang Zhou, Huajie Shao:
NetBench: A Large-Scale and Comprehensive Network Traffic Benchmark Dataset for Foundation Models. CoRR abs/2403.10319 (2024) - [i2]Manling Li, Shiyu Zhao, Qineng Wang, Kangrui Wang, Yu Zhou, Sanjana Srivastava, Cem Gokmen, Tony Lee, Li Erran Li, Ruohan Zhang, Weiyu Liu, Percy Liang, Li Fei-Fei, Jiayuan Mao, Jiajun Wu:
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making. CoRR abs/2410.07166 (2024) - 2023
- [i1]Qineng Wang, Zihao Wang, Ying Su, Yangqiu Song:
On the Discussion of Large Language Models: Symmetry of Agents and Interplay with Prompts. CoRR abs/2311.07076 (2023)
Coauthor Index
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