Xufeng Liu

Ph.D. student in Computer Science, Department of Computer Science, Stony Brook University E-mail: xufeng.liu@stonybrook.edu                xufliu@cs.stonybrook.edu

About me

I am a second-year Ph.D. student in Computer Science at Stony Brook University supervised by Prof. Yi Liu.

Research

Research interests

• 3D graph explanation

• Trustworthy AI, especially the robustness and fairness of 3D graphs

• Explanation of LLMs for science

Current work

• Robustness in 3D molecular graphs

• LLMs for science

Academic services

Reviewer

• International Conference on Learning Representations (ICLR)    2025

• Conference on Neural Information Processing Systems (NeurIPS)   2024

• International Conference on Machine Learning (ICML)               2024

• ACM Transactions on Knowledge Discovery from Data (TKDD)              2024

Publications

1. Xufeng Liu, Dongsheng Luo, Wenhan Gao, Yi Liu. 3DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors
   The 31st SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025.

Education

M.E., Computer Science, Shanghai Jiao Tong University, 08.2022