Xufeng Liu
About Me
I am a second-year Ph.D. student in Computer Science at Stony Brook University, advised by Prof. Yi Liu.
Research
Research Interests
- 3D Graph Explanation
- Trustworthy AI — Robustness & Fairness in 3D Molecular Graphs
- Scientific Explanation with LLMs
Current Projects
- Robustness in 3D Molecular Graphs
- LLMs for Scientific Discovery
Academic Service
Reviewer:
- ICLR 2025
- NeurIPS 2024
- ICML 2024
- ACM TKDD 2024
Publications
-
Xufeng Liu, Dongsheng Luo, Wenhan Gao, Yi Liu.
3DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors
Proceedings of the 31st SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025
📺 Watch Presentation
Education
|