Hongfei Wu

Physical Chemistry, Peking University
Under. 2019, Grad. 2023
Research Area: deep learning, protein allosteric regulation
Tel: ????
Email:  2301110442_at_pku.edu.cn

Experiences:

2019.9--2023.7, B. Sc., College of Chemistry and Molecular Engineering (major degree) and School of Electronics Engineering and Computer Science (second degree), Peking University

2022.11 -- 2024.5, Microsoft Research Intern.

2023.9--*, Ph.D candidate, College of Chemistry and Molecular Engineering, Peking University

Publications:

1. Hongfei Wu, Lijun Wu, Guoqing Liu, Zhirong Liu, Bin Shao, Zun Wang*. SE3Set: Harnessing equivariant hypergraph neural networks for molecular representation learning. Transactions on Machine Learning Research (2025). https://openreview.net/forum?id=muWEt1TOyo

2. Zun Wang^#, Hongfei Wu^#, Lixin Sun, Xinheng He, Zhirong Liu, Bin Shao, Tong Wang*, and Tie-Yan Liu.  Improving machine learning force fields for molecular dynamics simulations with fine-grained force metrics. J. Chem. Phys. 159 (3), 035101/1-12 (2023). (Cover Paper)

Meetings:

Stay tuned.

Projects:

1. President's fund for undergraduate scientific research. Prediction of protein allosteric effect using deep learning method.

Awards:

1. 2024 Zhong-Chen-Yu-Lan Scholorship, Peking University.

2. 2025 Peking University Third Class Scholarship.

Hobbies:

Painting, guitar, music arrangement, video game development.