Kuan Li Homepage
About Me
I am currently a second-year PhD student at CSE HKUST under the supervision of Prof. Minhao Cheng and Prof. Shuai Wang. I obtained my M.E. degree from Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS) supervised by Prof. Xiang Ao, and completed my B.E. degree in Electrical Engineering and Automation at Beihang University.
If you have any questions regarding my work or are interested in collaborating with me, please contact me via email.
Email: likuan.ppd@gmail.com
Wechat: Kuan_ppd
Research interests
My research interests lie in agent learning and machine learning on graphs. Currently, my work focuses on LLM agents, particularly on developing efficient methods to enable LLMs to leverage external tools for solving tasks that they cannot complete autonomously.
Publications
- Kuan Li*, Zhongwang Zhang*, Huifeng Yin*, Liwen Zhang*, Litu Ou*, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Dingchu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Jingren Zhou.
In arXiv 2025. [Download paper] [code] - Kuan Li, Liwen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Shuai Wang, Minhao Cheng.
In ICML 2025. [Download paper] [code] - Kuan Li, YiWen Chen, Yang Liu, Jin Wang, Qing He, Minhao Cheng, Xiang Ao.
In ICLR 2024. [Download paper] [code] - Yang Liu, Xiang Ao, Fuli Feng, Yunshan Ma, Kuan Li, Tat-Seng Chua, Qing He.
In KDD 2023. [Download paper] - Kuan Li, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He.
In KDD 2022. [Download paper] [code] - Mengda Huang, Yang Liu, Xiang Ao, Kuan Li, Jianfeng Chi, Jinghua Feng, Yang Hao and Qing He.
In WWW 2022. [Download paper]