I am an M.Sc. student at the School of Artificial Intelligence, Nanjing University, advised by Prof. Chao Qian. I am a member of the LAMDA Group, led by Prof. Zhi-Hua Zhou, and have been conducting research at LAMDA since September 2024.
Biography
- Sep 2026 – Present: M.Sc. student in Computer Science and Technology, School of Artificial Intelligence, Nanjing University (expected graduation: June 2029).
- Sep 2022 – Jun 2026: Undergraduate studies in Artificial Intelligence, School of Artificial Intelligence, Nanjing University.
Research Interests
I am interested in Reinforcement Learning and Large Language Models.
Publications
- Ming Chen*, Sheng Tang*, Rong-Xi Tan*, Ziniu Li, Jiacheng Chen, Ke Xue, and Chao Qian. Beyond Token-level Supervision: Unlocking the Potential of Decoding-based Regression via Reinforcement Learning. In: Proceedings of the 43rd International Conference on Machine Learning (ICML 2026, CCF-A), 2026. [arXiv] [PDF] [Code]
- Ren-Jian Wang, Ke Xue, Zeyu Qin, Ziniu Li, Sheng Tang, Hao-Tian Li, Shengcai Liu, Zhi Yu, Yuanpeng Tan, and Chao Qian. Quality-Diversity Red-Teaming: Automated Generation of High-Quality and Diverse Attackers for Large Language Models. arXiv preprint, arXiv:2506.07121, 2025. [arXiv] [PDF] [Code]
* Equal contribution.
Awards and Honors
- 2026: Outstanding Graduate, Nanjing University.
- 2026: Outstanding Undergraduate Thesis, School of Artificial Intelligence, Nanjing University.
- 2023, 2024, 2025: People's Scholarship, Nanjing University.
- 2024, 2025: National Encouragement Scholarship.
- 2025: Outstanding Communist Youth League Cadre, Nanjing University.
- 2024: Outstanding Communist Youth League Member, Nanjing University.
- 2024: Outstanding Student Cadre, Nanjing University.
Contact
LAMDA Group, School of Artificial Intelligence, Nanjing University163 Xianlin Avenue, Qixia District, Nanjing 210023, China
中国江苏省南京市栖霞区仙林大道163号，南京大学人工智能学院，210023