Chen, Kaixuan

14 publications

AAAI 2025 Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Mingli Song

IJCAI 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

AAAI 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

AAAI 2025 Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location Na Yu, Yutong Deng, Shunyu Liu, Kaixuan Chen, Tongya Zheng, Mingli Song

ICLR 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

NeurIPS 2025 SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kaixuan Chen, Mingli Song, Dacheng Tao

NeurIPS 2024 A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-Aware Perspective Yunpeng Qing, Shunyu Liu, Jingyuan Cong, Kaixuan Chen, Yihe Zhou, Mingli Song

AAAI 2024 KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding Zhen Chen, Dalin Zhang, Shanshan Feng, Kaixuan Chen, Lisi Chen, Peng Han, Shuo Shang

ECML-PKDD 2023 Continually Learning Out-of-Distribution Spatiotemporal Data for Robust Energy Forecasting Arian Prabowo, Kaixuan Chen, Hao Xue, Subbu Sethuvenkatraman, Flora D. Salim

AAAI 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

ICML 2023 Decentralized SGD and Average-Direction SAM Are Asymptotically Equivalent Tongtian Zhu, Fengxiang He, Kaixuan Chen, Mingli Song, Dacheng Tao

ICLR 2023 Schema Inference for Interpretable Image Classification Haofei Zhang, Mengqi Xue, Xiaokang Liu, Kaixuan Chen, Jie Song, Mingli Song

AAAI 2019 Distributionally Robust Semi-Supervised Learning for People-Centric Sensing Kaixuan Chen, Lina Yao, Dalin Zhang, Xiaojun Chang, Guodong Long, Sen Wang

IJCAI 2019 Multi-Agent Attentional Activity Recognition Kaixuan Chen, Lina Yao, Dalin Zhang, Bin Guo, Zhiwen Yu