🤵🏻 About Me
I am a final year Ph.D. student at the Department of Computer Science and Technology of Nanjing University, advised by Professor Yu-Feng Li (李宇峰), and a member of LAMDA Group (机器学习与数据挖掘研究所), which is led by Professor Zhi-Hua Zhou (周志华).
Biography
| 2020.09 - Present | Ph.D. in Computer Science and Technology, School of Computer Science, Nanjing University |
| 2016.09 - 2020.06 | B.Sc. in Computer Science and Technology, Tang Aoqing Honors Program, Jilin University |
| 2012.09 - 2016.06 | High School Affiliated To Nanjing Normal University |
🎉 Recent News
- 2025.09: One paper is accepted by NeurIPS 2025 about theoretical analysis of LLM reasoning!
- 2025.08: One paper is accepted by EMNLP 2025 for oral presentation about test-time scaling of LLM reasoning!
- 2025.01: I got my first funding: National Science Foundation for PhD Students.
📝 Selected Works (Publication List) 
* denotes the co-first authors
🦿 Test-Time Adaptation
ICML 2023

ICML 2024

AAAI 2025

🤖 Test-Time Scaling
NeurIPS 2025

A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning.
Zhi Zhou, Yuhao Tan, Zenan Li, Yuan Yao, Lan-Zhe Guo, Yu-Feng Li, Xiaoxing Ma.
In: Advances in Neural Information Processing Systems, San Diego, 2025.
CCF A. HF #1 Paper of the Day.
[Paper]
[Project]
[Code]
[Data]
[Demo]
