| 2026 | ACL | AdapThink: Adaptive Thinking Preferences for Reasoning Language Models. | Wenyue Xu, Xu Wan, Wei Wang, Wenqi Huang, Wotao Yin, Shengjie Zhao, Mingyang Sun |
| 2025 | AAAI | SrSv: Integrating Sequential Rollouts with Sequential Value Estimation for Multi-agent Reinforcement Learning. | Xu Wan, Chao Yang, Cheng Yang, Jie Song, Mingyang Sun |
| 2025 | ICML | Think Twice, Act Once: A Co-Evolution Framework of LLM and RL for Large-Scale Decision Making. | Xu Wan, Wenyue Xu, Chao Yang, Mingyang Sun |
| 2025 | KDD | IVMR suite: An Industrial-scale Virtual Machine Rescheduling Dataset and Benchmark for Elastic Cloud Service. | Yupeng Zhang, Xu Wan, Xiangyun Kong, Chao Yang, Binda Ma, Wotao Yin, Jian Zhou |
| 2024 | CSCWD | Improving Adversarial Robustness by Reconstructing Interclass Relationships. | Li Xu, Huiting Guo, Zejin Yang, Xu Wan, Chunlong Fan |
| 2024 | CSCWD | Local Black-box Adversarial Attack based on Random Segmentation Channel. | Li Xu, Zejin Yang, Huiting Guo, Xu Wan, Chunlong Fan |
| 2023 | AAAI | AdapSafe: Adaptive and Safe-Certified Deep Reinforcement Learning-Based Frequency Control for Carbon-Neutral Power Systems. | Xu Wan, Mingyang Sun, Boli Chen, Zhongda Chu, Fei Teng |
| 2022 | IJCAI | Exploring the Vulnerability of Deep Reinforcement Learning-based Emergency Control for Low Carbon Power Systems. | Xu Wan, Lanting Zeng, Mingyang Sun |
| 2009 | DASC | Designing a Network Acquisition System of Competitive Intelligence. | Guoliang Shi, Xiaorong Mou, Xu Wan |