Lei Yuan - RankMe

59 papers A* 17A 4B 1Journal 35Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Multi-agent In-context Coordination via Decentralized Memory Retrieval. AAAI Tao Jiang, Zichuan Lin, Lihe Li, Yi-Chen Li, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu, Deheng Ye
2025	J	`jnl`	Constraining an Unconstrained Multi-agent Policy with offline data. Neural Networks Cong Guan, Tao Jiang, Yi-Chen Li, Zongzhang Zhang, Lei Yuan, Yang Yu
2025	J	`jnl`	Efficient Communication via Self-Supervised Information Aggregation for Online and Offline Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu
2025	J	`jnl`	Efficient Multi-Agent Cooperation Learning through Teammate Lookahead. Trans. Mach. Learn. Res. Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu
2025	A*	`conf`	Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching. ICLR Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu
2025	J	`jnl`	Generalist Reward Models: Found Inside Large Language Models. CoRR Yi-Chen Li, Tian Xu, Yang Yu, Xuqin Zhang, Xiong-Hui Chen, Zhongxiang Ling, Ningjing Chao, Lei Yuan, Zhi-Hua Zhou
2025	J	`jnl`	Generalizable Multi-Modal Adversarial Imitation Learning for Non-Stationary Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. Yi-Chen Li, Ningjing Chao, Zongzhang Zhang, Fuxiang Zhang, Lei Yuan, Yang Yu
2025	J	`jnl`	Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned Diffuser. IEEE Trans. Neural Networks Learn. Syst. Yuchen Xiao, Lei Yuan, Lihe Li, Ziqian Zhang, Yi-Chen Li, Yang Yu
2025	J	`jnl`	Heterogeneous Multiagent Zero-Shot Coordination by Coevolution. IEEE Trans. Evol. Comput. Ke Xue, Yutong Wang, Cong Guan, Lei Yuan, Haobo Fu, Qiang Fu, Chao Qian, Yang Yu
2025	A*	`conf`	LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination. ICML Lihe Li, Lei Yuan, Pengsen Liu, Tao Jiang, Yang Yu
2025	J	`jnl`	Learning to Coordinate With Different Teammates via Team Probing. IEEE Trans. Neural Networks Learn. Syst. Hao Ding, Chengxing Jia, Zongzhang Zhang, Cong Guan, Feng Chen, Lei Yuan, Yang Yu
2025	A*	`conf`	Learning to Reuse Policies in State Evolvable Environments. ICML Ziqian Zhang, Bohan Yang, Lihe Li, Yuqi Bian, Ruiqi Xue, Feng Chen, Yi-Chen Li, Lei Yuan, Yang Yu
2025	J	`jnl`	Multi-agent In-context Coordination via Decentralized Memory Retrieval. CoRR Tao Jiang, Zichuan Lin, Lihe Li, Yi-Chen Li, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu, Deheng Ye
2025	J	`jnl`	Multiagent Continual Coordination via Progressive Task Contextualization. IEEE Trans. Neural Networks Learn. Syst. Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu
2025	J	`jnl`	Open and real-world human-AI coordination by heterogeneous training with communication. Frontiers Comput. Sci. Cong Guan, Ke Xue, Chunpeng Fan, Feng Chen, Lichao Zhang, Lei Yuan, Chao Qian, Yang Yu
2025	A*	`conf`	Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation. ICLR Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu, Bo An
2025	J	`jnl`	Sequential Multi-Agent Dynamic Algorithm Configuration. CoRR Chen Lu, Ke Xue, Lei Yuan, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian
2024	J	`jnl`	Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation. Frontiers Comput. Sci. Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu
2024	A*	`conf`	Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal. IJCAI Lihe Li, Ruotong Chen, Ziqian Zhang, Zhichao Wu, Yi-Chen Li, Cong Guan, Yang Yu, Lei Yuan
2024	A	`conf`	Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation. AAMAS Cong Guan, Ruiqi Xue, Ziqian Zhang, Lihe Li, Yi-Chen Li, Lei Yuan, Yang Yu
2024	A*	`conf`	Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. ICML Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
2024	J	`jnl`	Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. CoRR Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
2024	A	`conf`	Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. AAMAS Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
2024	J	`jnl`	Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. CoRR Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu
2024	—	`conf`	Dynamics Adaptive Safe Reinforcement Learning with a Misspecified Simulator. ECML/PKDD (7) Ruiqi Xue, Ziqian Zhang, Lihe Li, Feng Chen, Yi-Chen Li, Yang Yu, Lei Yuan
2024	A*	`conf`	Multi-Agent Domain Calibration with a Handful of Offline Data. NeurIPS Tao Jiang, Lei Yuan, Lihe Li, Cong Guan, Zongzhang Zhang, Yang Yu
2024	J	`jnl`	Multi-agent policy transfer via task relationship modeling. Sci. China Inf. Sci. Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Yipeng Kang, Zongzhang Zhang, Chongjie Zhang, Yang Yu
2024	J	`jnl`	One by One, Continual Coordinating with Humans via Hyper-Teammate Identification. Trans. Mach. Learn. Res. Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu
2024	A*	`conf`	Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning. ICLR Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu
2024	J	`jnl`	Q-Adapter: Training Your LLM Adapter as a Residual Q-Function. CoRR Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu
2024	J	`jnl`	Robust cooperative multi-agent reinforcement learning via multi-view message certification. Sci. China Inf. Sci. Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu
2024	J	`jnl`	Stable Continual Reinforcement Learning via Diffusion-based Trajectory Replay. CoRR Feng Chen, Fuguang Han, Cong Guan, Lei Yuan, Zhilong Zhang, Yang Yu, Zongzhang Zhang
2023	J	`jnl`	A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment. CoRR Lei Yuan, Ziqian Zhang, Lihe Li, Cong Guan, Yang Yu
2023	J	`jnl`	Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation. CoRR Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu
2023	A*	`conf`	Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data. ICLR Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang
2023	J	`jnl`	Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning. CoRR Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu
2023	J	`jnl`	Efficient Human-AI Coordination via Preparatory Language-based Convention. CoRR Cong Guan, Lichao Zhang, Chunpeng Fan, Yichen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu
2023	A	`conf`	Fast Teammate Adaptation in the Presence of Sudden Policy Change. UAI Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu
2023	J	`jnl`	Fast Teammate Adaptation in the Presence of Sudden Policy Change. CoRR Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu
2023	A*	`conf`	Internal Logical Induction for Pixel-Symbolic Reinforcement Learning. KDD Jiacheng Xu, Chao Chen, Fuxiang Zhang, Lei Yuan, Zongzhang Zhang, Yang Yu
2023	—	`conf`	Learning to Coordinate with Anyone. DAI Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou
2023	J	`jnl`	Learning to Coordinate with Anyone. CoRR Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou
2023	J	`jnl`	Memory-efficient Transformer-based network model for Traveling Salesman Problem. Neural Networks Hua Yang, Minghao Zhao, Lei Yuan, Yang Yu, Zhenhua Li, Ming Gu
2023	J	`jnl`	Multi-agent Continual Coordination via Progressive Task Contextualization. CoRR Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu
2023	A*	`conf`	Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. AAAI Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu
2023	J	`jnl`	Robust Multi-agent Communication via Multi-view Message Certification. CoRR Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu
2023	J	`jnl`	Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers. CoRR Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu
2023	A	`conf`	Self-Motivated Multi-Agent Exploration. AAMAS Shaowei Zhang, Jiahan Cao, Lei Yuan, Yang Yu, De-Chuan Zhan
2023	J	`jnl`	Self-Motivated Multi-Agent Exploration. CoRR Shaowei Zhang, Jiahan Cao, Lei Yuan, Yang Yu, De-Chuan Zhan
2022	A*	`conf`	Efficient Multi-Agent Communication via Shapley Message Value. IJCAI Di Xue, Lei Yuan, Zongzhang Zhang, Yang Yu
2022	A*	`conf`	Efficient Multi-agent Communication via Self-supervised Information Aggregation. NeurIPS Cong Guan, Feng Chen, Lei Yuan, Chenghe Wang, Hao Yin, Zongzhang Zhang, Yang Yu
2022	J	`jnl`	Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution. CoRR Ke Xue, Yutong Wang, Lei Yuan, Cong Guan, Chao Qian, Yang Yu
2022	A*	`conf`	Multi-Agent Concentrative Coordination with Decentralized Task Representation. IJCAI Lei Yuan, Chenghe Wang, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Chongjie Zhang, Yang Yu
2022	A*	`conf`	Multi-Agent Incentive Communication via Decentralized Teammate Modeling. AAAI Lei Yuan, Jianhao Wang, Fuxiang Zhang, Chenghe Wang, Zongzhang Zhang, Yang Yu, Chongjie Zhang
2022	J	`jnl`	Multi-Agent Policy Transfer via Task Relationship Modeling. CoRR Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu
2022	A*	`conf`	Multi-agent Dynamic Algorithm Configuration. NeurIPS Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu
2022	J	`jnl`	Multi-agent Dynamic Algorithm Configuration. CoRR Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu
2021	J	`jnl`	LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates. CoRR Jiahan Cao, Lei Yuan, Jianhao Wang, Shaowei Zhang, Chongjie Zhang, Yang Yu, De-Chuan Zhan
2021	B	`conf`	Sequential and Dynamic constraint Contrastive Learning for Reinforcement Learning. IJCNN Weijie Shen, Lei Yuan, Junfu Huang, Songyi Gao, Yuyang Huang, Yang Yu