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Lei Yuan 0005
Person information
- unicode name: 袁雷
- affiliation (PhD 2023): Nanjing University, School of Artificial Intelligence, National Key Laboratory for Novel Software Technology, Nanjing, China
Other persons with the same name
- Lei Yuan — disambiguation page
- Lei Yuan 0001 — Kuaishou Technology, Seattle AI Lab, WA, USA (and 2 more)
- Lei Yuan 0002
— Lanzhou University, School of Information Science and Engineering, China (and 1 more)
- Lei Yuan 0003
- Lei Yuan 0004
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2020 – today
- 2026
- [c24]Tao Jiang, Zichuan Lin, Lihe Li, Yi-Chen Li, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu, Deheng Ye:
Multi-agent In-context Coordination via Decentralized Memory Retrieval. AAAI 2026: 22363-22371 - 2025
- [j14]Cong Guan, Ke Xue, Chunpeng Fan, Feng Chen, Lichao Zhang, Lei Yuan, Chao Qian, Yang Yu:
Open and real-world human-AI coordination by heterogeneous training with communication. Frontiers Comput. Sci. 19(4): 194314 (2025) - [j13]Cong Guan, Tao Jiang, Yi-Chen Li
Constraining an Unconstrained Multi-agent Policy with offline data. Neural Networks 186: 107253 (2025) - [j12]Yi-Chen Li
Generalizable Multi-Modal Adversarial Imitation Learning for Non-Stationary Dynamics. IEEE Trans. Pattern Anal. Mach. Intell. 47(7): 5600-5612 (2025) - [j11]Ke Xue
Heterogeneous Multiagent Zero-Shot Coordination by Coevolution. IEEE Trans. Evol. Comput. 29(5): 2229-2243 (2025) - [j10]Feng Chen, Xinwei Chen, Rong-Jun Qin, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu:
Efficient Multi-Agent Cooperation Learning through Teammate Lookahead. Trans. Mach. Learn. Res. 2025 (2025) - [j9]Lei Yuan
Multiagent Continual Coordination via Progressive Task Contextualization. IEEE Trans. Neural Networks Learn. Syst. 36(4): 6326-6340 (2025) - [j8]Cong Guan
Efficient Communication via Self-Supervised Information Aggregation for Online and Offline Multiagent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9044-9056 (2025) - [j7]Hao Ding
Learning to Coordinate With Different Teammates via Team Probing. IEEE Trans. Neural Networks Learn. Syst. 36(9): 15807-15821 (2025) - [j6]Yuchen Xiao
Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned Diffuser. IEEE Trans. Neural Networks Learn. Syst. 36(12): 20199-20213 (2025) - [c23]Lei Yuan, Yuqi Bian, Lihe Li, Ziqian Zhang, Cong Guan, Yang Yu:
Efficient Multi-agent Offline Coordination via Diffusion-based Trajectory Stitching. ICLR 2025 - [c22]Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu, Bo An:
Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation. ICLR 2025 - [c21]Lihe Li, Lei Yuan, Pengsen Liu, Tao Jiang, Yang Yu:
LLM-Assisted Semantically Diverse Teammate Generation for Efficient Multi-agent Coordination. ICML 2025 - [c20]Ziqian Zhang, Bohan Yang, Lihe Li, Yuqi Bian, Ruiqi Xue, Feng Chen, Yi-Chen Li, Lei Yuan, Yang Yu:
Learning to Reuse Policies in State Evolvable Environments. ICML 2025 - [i21]Yi-Chen Li, Tian Xu, Yang Yu, Xuqin Zhang, Xiong-Hui Chen, Zhongxiang Ling, Ningjing Chao, Lei Yuan, Zhi-Hua Zhou:
Generalist Reward Models: Found Inside Large Language Models. CoRR abs/2506.23235 (2025) - [i20]Chen Lu, Ke Xue, Lei Yuan, Yao Wang, Yaoyuan Wang, Sheng Fu, Chao Qian:
Sequential Multi-Agent Dynamic Algorithm Configuration. CoRR abs/2510.23535 (2025) - [i19]Tao Jiang, Zichuan Lin, Lihe Li, Yi-Chen Li, Cong Guan, Lei Yuan, Zongzhang Zhang, Yang Yu, Deheng Ye:
Multi-agent In-context Coordination via Decentralized Memory Retrieval. CoRR abs/2511.10030 (2025) - 2024
- [j5]Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu:
Robust cooperative multi-agent reinforcement learning via multi-view message certification. Sci. China Inf. Sci. 67(1) (2024) - [j4]Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Yipeng Kang
Multi-agent policy transfer via task relationship modeling. Sci. China Inf. Sci. 67(8) (2024) - [j3]Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu:
Communication-robust multi-agent learning by adaptable auxiliary multi-agent adversary generation. Frontiers Comput. Sci. 18(6) (2024) - [j2]Cong Guan, Feng Chen, Ke Xue, Chunpeng Fan, Lichao Zhang, Ziqian Zhang, Pengyao Zhao, Zongzhang Zhang, Chao Qian, Lei Yuan, Yang Yu:
One by One, Continual Coordinating with Humans via Hyper-Teammate Identification. Trans. Mach. Learn. Res. 2024 (2024) - [c19]Cong Guan, Ruiqi Xue, Ziqian Zhang, Lihe Li, Yi-Chen Li, Lei Yuan, Yang Yu:
Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation. AAMAS 2024: 743-751 - [c18]Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu:
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. AAMAS 2024: 944-953 - [c17]Chengxing Jia, Chenxiao Gao, Hao Yin, Fuxiang Zhang, Xiong-Hui Chen, Tian Xu, Lei Yuan, Zongzhang Zhang, Zhi-Hua Zhou, Yang Yu:
Policy Rehearsing: Training Generalizable Policies for Reinforcement Learning. ICLR 2024 - [c16]Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu:
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. ICML 2024: 59741-59758 - [c15]Lihe Li, Ruotong Chen, Ziqian Zhang, Zhichao Wu, Yi-Chen Li, Cong Guan, Yang Yu, Lei Yuan:
Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal. IJCAI 2024: 4434-4442 - [c14]Tao Jiang, Lei Yuan, Lihe Li, Cong Guan, Zongzhang Zhang, Yang Yu:
Multi-Agent Domain Calibration with a Handful of Offline Data. NeurIPS 2024 - [c13]Ruiqi Xue
Dynamics Adaptive Safe Reinforcement Learning with a Misspecified Simulator. ECML/PKDD (7) 2024: 74-91 - [i18]Xinyu Zhang, Wenjie Qiu, Yi-Chen Li, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu:
Debiased Offline Representation Learning for Fast Online Adaptation in Non-stationary Dynamics. CoRR abs/2402.11317 (2024) - [i17]Chengxing Jia, Fuxiang Zhang, Yi-Chen Li, Chenxiao Gao, Xu-Hui Liu, Lei Yuan, Zongzhang Zhang, Yang Yu:
Disentangling Policy from Offline Task Representation Learning via Adversarial Data Augmentation. CoRR abs/2403.07261 (2024) - [i16]Yi-Chen Li, Fuxiang Zhang, Wenjie Qiu, Lei Yuan, Chengxing Jia, Zongzhang Zhang, Yang Yu:
Q-Adapter: Training Your LLM Adapter as a Residual Q-Function. CoRR abs/2407.03856 (2024) - [i15]Feng Chen, Fuguang Han, Cong Guan, Lei Yuan, Zhilong Zhang, Yang Yu, Zongzhang Zhang:
Stable Continual Reinforcement Learning via Diffusion-based Trajectory Replay. CoRR abs/2411.10809 (2024) - 2023
- [j1]Hua Yang
Memory-efficient Transformer-based network model for Traveling Salesman Problem. Neural Networks 161: 589-597 (2023) - [c12]Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu:
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers. AAAI 2023: 11753-11762 - [c11]Shaowei Zhang, Jiahan Cao, Lei Yuan, Yang Yu, De-Chuan Zhan:
Self-Motivated Multi-Agent Exploration. AAMAS 2023: 476-484 - [c10]Lei Yuan
Learning to Coordinate with Anyone. DAI 2023: 4:1-4:9 - [c9]Fuxiang Zhang, Chengxing Jia, Yi-Chen Li, Lei Yuan, Yang Yu, Zongzhang Zhang:
Discovering Generalizable Multi-agent Coordination Skills from Multi-task Offline Data. ICLR 2023 - [c8]Jiacheng Xu
Internal Logical Induction for Pixel-Symbolic Reinforcement Learning. KDD 2023: 2825-2837 - [c7]Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu:
Fast Teammate Adaptation in the Presence of Sudden Policy Change. UAI 2023: 2465-2476 - [i14]Shaowei Zhang, Jiahan Cao, Lei Yuan, Yang Yu, De-Chuan Zhan:
Self-Motivated Multi-Agent Exploration. CoRR abs/2301.02083 (2023) - [i13]Cong Guan, Feng Chen, Lei Yuan, Zongzhang Zhang, Yang Yu:
Efficient Communication via Self-supervised Information Aggregation for Online and Offline Multi-agent Reinforcement Learning. CoRR abs/2302.09605 (2023) - [i12]Lei Yuan, Feng Chen, Zongzhang Zhang, Yang Yu:
Communication-Robust Multi-Agent Learning by Adaptable Auxiliary Multi-Agent Adversary Generation. CoRR abs/2305.05116 (2023) - [i11]Lei Yuan, Ziqian Zhang, Ke Xue, Hao Yin, Feng Chen, Cong Guan, Lihe Li, Chao Qian, Yang Yu:
Robust multi-agent coordination via evolutionary generation of auxiliary adversarial attackers. CoRR abs/2305.05909 (2023) - [i10]Ziqian Zhang, Lei Yuan, Lihe Li, Ke Xue, Chengxing Jia, Cong Guan, Chao Qian, Yang Yu:
Fast Teammate Adaptation in the Presence of Sudden Policy Change. CoRR abs/2305.05911 (2023) - [i9]Lei Yuan, Tao Jiang, Lihe Li, Feng Chen, Zongzhang Zhang, Yang Yu:
Robust Multi-agent Communication via Multi-view Message Certification. CoRR abs/2305.13936 (2023) - [i8]Lei Yuan, Lihe Li, Ziqian Zhang, Fuxiang Zhang, Cong Guan, Yang Yu:
Multi-agent Continual Coordination via Progressive Task Contextualization. CoRR abs/2305.13937 (2023) - [i7]Lei Yuan, Lihe Li, Ziqian Zhang, Feng Chen, Tianyi Zhang, Cong Guan, Yang Yu, Zhi-Hua Zhou:
Learning to Coordinate with Anyone. CoRR abs/2309.12633 (2023) - [i6]Cong Guan, Lichao Zhang, Chunpeng Fan, Yichen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu:
Efficient Human-AI Coordination via Preparatory Language-based Convention. CoRR abs/2311.00416 (2023) - [i5]Lei Yuan, Ziqian Zhang, Lihe Li, Cong Guan, Yang Yu:
A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment. CoRR abs/2312.01058 (2023) - 2022
- [c6]Lei Yuan, Jianhao Wang, Fuxiang Zhang, Chenghe Wang, Zongzhang Zhang, Yang Yu, Chongjie Zhang:
Multi-Agent Incentive Communication via Decentralized Teammate Modeling. AAAI 2022: 9466-9474 - [c5]Di Xue
Efficient Multi-Agent Communication via Shapley Message Value. IJCAI 2022: 578-584 - [c4]Lei Yuan, Chenghe Wang, Jianhao Wang, Fuxiang Zhang, Feng Chen, Cong Guan, Zongzhang Zhang, Chongjie Zhang, Yang Yu:
Multi-Agent Concentrative Coordination with Decentralized Task Representation. IJCAI 2022: 599-605 - [c3]Ke Xue, Jiacheng Xu, Lei Yuan, Miqing Li, Chao Qian, Zongzhang Zhang, Yang Yu:
Multi-agent Dynamic Algorithm Configuration. NeurIPS 2022 - [c2]Cong Guan, Feng Chen, Lei Yuan, Chenghe Wang, Hao Yin, Zongzhang Zhang, Yang Yu:
Efficient Multi-agent Communication via Self-supervised Information Aggregation. NeurIPS 2022 - [i4]Rongjun Qin, Feng Chen, Tonghan Wang, Lei Yuan, Xiaoran Wu, Zongzhang Zhang, Chongjie Zhang, Yang Yu:
Multi-Agent Policy Transfer via Task Relationship Modeling. CoRR abs/2203.04482 (2022) - [i3]Ke Xue
Heterogeneous Multi-agent Zero-Shot Coordination by Coevolution. CoRR abs/2208.04957 (2022) - [i2]Ke Xue
Multi-agent Dynamic Algorithm Configuration. CoRR abs/2210.06835 (2022) - 2021
- [c1]Weijie Shen, Lei Yuan, Junfu Huang, Songyi Gao, Yuyang Huang, Yang Yu:
Sequential and Dynamic constraint Contrastive Learning for Reinforcement Learning. IJCNN 2021: 1-9 - [i1]Jiahan Cao, Lei Yuan, Jianhao Wang, Shaowei Zhang, Chongjie Zhang, Yang Yu, De-Chuan Zhan:
LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates. CoRR abs/2109.12508 (2021)
Coauthor Index
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