| 2026 | AAAI | Group Causal Policy Optimization for Post-Training Large Language Models. | Ziyin Gu, Jingyao Wang, Ran Zuo, Chuxiong Sun, Zeen Song, Changwen Zheng, Wenwen Qiang |
| 2026 | AAAI | HTG-GCL: Leveraging Hierarchical Topological Granularity from Cellular Complexes for Graph Contrastive Learning. | Qirui Ji, Bin Qin, Yifan Jin, Yunze Zhao, Chuxiong Sun, Changwen Zheng, Jianwen Cao, Jiangmeng Li |
| 2026 | AAAI | M2I2: Learning Efficient Multi-Agent Communication via Masked State Modeling and Intention Inference. | Chuxiong Sun, Peng He, Qirui Ji, Zehua Zang, Jiangmeng Li, Rui Wang, Wei Wang |
| 2026 | AAAI | TMAE: Learning Targeted Multi-Agent Exploration via Causal Inference. | Chuxiong Sun, Dunqi Yao, Rui Wang, Wenwen Qiang, Changwen Zheng, Jiangmeng Li |
| 2025 | ACL | Training Language Model to Critique for Better Refinement. | Tianshu Yu, Chao Xiang, Mingchuan Yang, Pei Ke, Bosi Wen, Cunxiang Wang, Jiale Cheng, Li Zhang, Xinyu Mu, Chuxiong Sun, Minlie Huang |
| 2025 | CogSci | Hierarchical Cognitive Graph Autoencoder for Multi-Agent Reinforcement Learning. | Peng He, Wei Wang, Chuxiong Sun, Yi Wang |
| 2025 | ICASSP | TFS: Revisiting Temporal Language Grounding from Frequency Spiking Perspective. | Yifan Lyu, Hongzhou Wu, Lixiang Liu, Chuxiong Sun |
| 2025 | IJCAI | Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models. | Yang Zhang, Yu Yu, Bo Tang, Yu Zhu, Chuxiong Sun, Wenqiang Wei, Jie Hu, Zipeng Xie, Zhiyu Li, Feiyu Xiong, Edward Chung |
| 2024 | AAAI | T2MAC: Targeted and Trusted Multi-Agent Communication through Selective Engagement and Evidence-Driven Integration. | Chuxiong Sun, Zehua Zang, Jiabao Li, Jiangmeng Li, Xiao Xu, Rui Wang, Changwen Zheng |
| 2024 | ICDCS | Demo:SCDRL: Scalable and Customized Distributed Reinforcement Learning System. | Chuxiong Sun, Wenwen Qiang, Jiangmeng Li |
| 2024 | SMC | CMIX: Causal Value Decomposition for Cooperative Multi-Agent Reinforcement Learning. | Dunqi Yao, Chuxiong Sun, Kai Li, Kaijie Zhou, Hanyu Li, Rui Wang, Lixiang Liu |
| 2021 | ICONIP | LFMAC: Low-Frequency Multi-Agent Communication. | Cong Cong, Chuxiong Sun, Ruiping Liu, Rui Wang, Xiaohui Hu |
| 2020 | SMC | Learning Effective Value Function Factorization via Attentional Communication. | Bo Wu, Xiaoya Yang, Chuxiong Sun, Rui Wang, Xiaohui Hu, Yan Hu |
| 2019 | IJCNN | Efficient and Scalable Exploration via Estimation-Error. | Chuxiong Sun, Rui Wang, Ruiying Li, Jiao Wu, Xiaohui Hu |
| 2017 | ICIP | Cell segmentation based on spatial information improved intuitionistic fcm combined with FOPSO. | Chuxiong Sun, Xiangzhi Bai |