Yihe Zhou

According to our database, Yihe Zhou authored at least 12 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Bi-level Mean Field: Dynamic Grouping for Large-Scale MARL.

Yuxuan Zheng, Yihe Zhou, Feiyang Xu, Mingli Song, Shunyu Liu

CoRR, May, 2025

A Survey on Backdoor Threats in Large Language Models (LLMs): Attacks, Defenses, and Evaluations.

Yihe Zhou, Tao Ni, Wei-Bin Lee, Qingchuan Zhao

CoRR, February, 2025

Powerformer: A Section-adaptive Transformer for Power Flow Adjustment.

Kaixuan Chen, Wei Luo, Shunyu Liu, Yaoquan Wei, Yihe Zhou, Yunpeng Qing, Quan Zhang, Yong Wang, Jie Song, Mingli Song

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

CADP: Towards Better Centralized Learning for Decentralized Execution in MARL.

Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks.

Jie Yang, Yuwen Wang, Kaixuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL.

Yihe Zhou, Yuxuan Zheng, Yue Hu, Kaixuan Chen, Tongya Zheng, Jie Song, Mingli Song, Shunyu Liu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Interaction Pattern Disentangling for Multi-Agent Reinforcement Learning.

Shunyu Liu, Jie Song, Yihe Zhou, Na Yu, Kaixuan Chen, Zunlei Feng, Mingli Song

IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Advantage-Aware Policy Optimization for Offline Reinforcement Learning.

Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song

CoRR, 2024

A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective.

Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Temporal Prototype-Aware Learning for Active Voltage Control on Power Distribution Networks.

Feiyang Xu, Shunyu Liu, Yunpeng Qing, Yihe Zhou, Yuwen Wang, Mingli Song

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?

Yihe Zhou, Shunyu Liu, Yunpeng Qing, Kaixuan Chen, Tongya Zheng, Yanhao Huang, Jie Song, Mingli Song

CoRR, 2023

Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition.

Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023