| 2025 | AAAI | Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games. | Shaokang Dong, Chao Li, Shangdong Yang, Hongye Cao, Wanqi Yang, Yang Gao |
| 2025 | ICCV | DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing. | Shengdong Han, Shangdong Yang, Yuxuan Li, Xin Zhang, Xiang Li, Jian Yang, Ming-Ming Cheng, Yimian Dai |
| 2024 | ICASSP | Multi-Agent Sparse Interaction Modeling is an Anomaly Detection Problem. | Chao Li, Shaokang Dong, Shangdong Yang, Hongye Cao, Wenbin Li, Yang Gao |
| 2024 | IJCAI | STAR: Spatio-Temporal State Compression for Multi-Agent Tasks with Rich Observations. | Chao Li, Yujing Hu, Shangdong Yang, Tangjie Lv, Changjie Fan, Wenbin Li, Chongjie Zhang, Yang Gao |
| 2023 | AAAI | Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient. | Wubing Chen, Wenbin Li, Xiao Liu, Shangdong Yang, Yang Gao |
| 2023 | ECAI | Enhancing OOD Generalization in Offline Reinforcement Learning with Energy-Based Policy Optimization. | Hongye Cao, Shangdong Yang, Jing Huo, Xingguo Chen, Yang Gao |
| 2023 | ICASSP | Convergence Analysis of Graphical Game-Based Nash Q-Learning using the Interaction Detection Signal of N-Step Return. | Yunkai Zhuang, Shangdong Yang, Wenbin Li, Yang Gao |
| 2023 | UAI | Modified Retrace for Off-Policy Temporal Difference Learning. | Xingguo Chen, Xingzhou Ma, Yang Li, Guang Yang, Shangdong Yang, Yang Gao |
| 2019 | PAKDD | A Contextual Bandit Approach to Personalized Online Recommendation via Sparse Interactions. | Chenyu Zhang, Hao Wang, Shangdong Yang, Yang Gao |
| 2016 | AAAI | Efficient Average Reward Reinforcement Learning Using Constant Shifting Values. | Shangdong Yang, Yang Gao, Bo An, Hao Wang, Xingguo Chen |
| 2016 | IDEAL | Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering. | Chenyu Zhang, Hao Wang, Shangdong Yang, Yang Gao |