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Xufeng Liu

Xufeng Liu

Ph.D. Student in Computer Science
Department of Computer Science, Stony Brook University

Email: 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, 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

  1. 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
    📄 Read Paper | 📺 Watch Presentation

Education