Introduction

I am a first-year M.Sc student at School of Artificial Intelligence 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).

I got my B.Sc. degree in School of Artificial Intelligence in June 2024 from Southeast University. In the same year, I was admitted to pursue for a M.Sc degree in Nanjing University without entrance examination.

Publication

Conference Papers

Fully Test-time Adaptation for Tabular Data.
Zhi Zhou, Kun-Yang Yu(co-first author), Lan-Zhe Guo, Yu-Feng Li.
In: Proceedings of the 39th AAAI conference on Artificial Intelligence, Philadelphia, 2025.
AAAI 2025. CCF-A. [Paper]
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM
Zhi Zhou, Kun-Yang Yu, Shi-Yu Tian, Xiao-Wen Yang, Jiang-Xin Shi, Peng-Xiao Song, Yi-Xuan Jin, Lan-Zhe Guo, Yu-Feng Li.
SCI-FM Workshop @ ICLR 2025
[Paper]
Fully Test-Time Adaptation for Feature Decrement in Tabular Data.
Zi-Jian Cheng, Zi-Yi Jia, Kun-Yang Yu, Zhi Zhou, Lan-Zhe Guo.
In: Proceedings of the 34th International Joint Conference on Artificial Intelligence, Montreal, 2025.
IJCAI 2025. CCF-A.
VC Search: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning
Shi-Yu Tian, Zhi Zhou, Kun-Yang Yu, Ming Yang, Lin-Han Jia, Lan-Zhe Guo, Yu-Feng Li.
In: Proceedings of the Conference on Empirical Methods in Natural Language, 2025.
EMNLP 2025. CAAI-A.

Preprints

Automated Text-to-Table for Reasoning-Intensive Table QA: Pipeline Design and Benchmarking Insights
Shi-Yu Tian, Zhi Zhou, Wei Dong, Ming Yang, Kun-Yang Yu, Zi-Jian Cheng, Lan-Zhe Guo, Yu-Feng Li.
Preprint. Under review.

Activity

Conference Committee

Program Committee Member, ICLR 2025
Program Committee Member, IJCAI 2025
Program Committee Member, ECAI 2025