| 2025 | ACL | Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model. | Yeyong Yu, Runsheng Yu, Haojie Wei, Zhanqiu Zhang, Quan Qian |
| 2024 | AAAI | Transition-Informed Reinforcement Learning for Large-Scale Stackelberg Mean-Field Games. | Pengdeng Li, Runsheng Yu, Xinrun Wang, Bo An |
| 2024 | ICML | Improving Sharpness-Aware Minimization by Lookahead. | Runsheng Yu, Youzhi Zhang, James T. Kwok |
| 2024 | WWW | A Fast Similarity Matrix Calibration Method with Incomplete Query. | Changyi Ma, Runsheng Yu, Youzhi Zhang |
| 2023 | ICLR | Enhancing Meta Learning via Multi-Objective Soft Improvement Functions. | Runsheng Yu, Weiyu Chen, Xinrun Wang, James T. Kwok |
| 2022 | AAAI | Image-Adaptive YOLO for Object Detection in Adverse Weather Conditions. | Wenyu Liu, Gaofeng Ren, Runsheng Yu, Shi Guo, Jianke Zhu, Lei Zhang |
| 2022 | CVPR | DO-GAN: A Double Oracle Framework for Generative Adversarial Networks. | Aye Phyu Phyu Aung, Xinrun Wang, Runsheng Yu, Bo An, Senthilnath Jayavelu, Xiaoli Li |
| 2021 | AAAI | Personalized Adaptive Meta Learning for Cold-start User Preference Prediction. | Runsheng Yu, Yu Gong, Xu He, Yu Zhu, Qingwen Liu, Wenwu Ou, Bo An |
| 2021 | IJCAI | Neural Regret-Matching for Distributed Constraint Optimization Problems. | Yanchen Deng, Runsheng Yu, Xinrun Wang, Bo An |
| 2020 | ICLR | Learning Expensive Coordination: An Event-Based Deep RL Approach. | Zhenyu Shi, Runsheng Yu, Xinrun Wang, Rundong Wang, Youzhi Zhang, Hanjiang Lai, Bo An |
| 2020 | ICML | Learning Efficient Multi-agent Communication: An Information Bottleneck Approach. | Rundong Wang, Xu He, Runsheng Yu, Wei Qiu, Bo An, Zinovi Rabinovich |
| 2020 | IJCAI | I²HRL: Interactive Influence-based Hierarchical Reinforcement Learning. | Rundong Wang, Runsheng Yu, Bo An, Zinovi Rabinovich |
| 2020 | RecSys | Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication. | Xu He, Bo An, Yanghua Li, Haikai Chen, Rundong Wang, Xinrun Wang, Runsheng Yu, Xin Li, Zhirong Wang |