Curriculum vitae

Education

1. 2026 — Present

   Ph.D. in Artificial Intelligence

   Xiamen University

   Institute of Artificial Intelligence

   Advisor: Prof. Bin Ren

2. 2023 — 2026

   Master’s degree in Materials Engineering

   Xiamen University

   College of Chemistry and Chemical Engineering

   Advisor: Prof. Bin Ren

3. Graduated 2023

   Bachelor’s degree in Applied Chemistry

   Nanjing Tech University

Research interests

• Equivariant neural networks
• Molecular generation based on diffusion models
• Masked self-supervised learning
• Structure elucidation from spectra

Research activities

Update and maintain Ramancloud, focusing on spectral denoising and background correction algorithms.

Publications

Preprint First author

Fast2Peak: High-Fidelity Restoration Algorithm by Single-Pixel Masking towards Real-Time Spectral Measurements

Nan-Nan Zhang, Si-Heng Luo, Xin-Di Pei, Wen-Xuan Li, Jun Wang, …and 3 more authors…, Bin Ren Hide full author list

Nan-Nan Zhang, Si-Heng Luo, Xin-Di Pei, Wen-Xuan Li, Jun Wang, Yi-Fan Bao, Hao Ma, Guo-Kun Liu, Bin Ren

arXiv preprint arXiv:2610.29753 · 2026

Published

Visualizing the Site-Specific Kinetics and Terrace-to-Edge Migration of CO Electrooxidation on a Single Pd Nanocatalyst

Yi-Fan Bao, Meng-Yuan Zhu, Hao Ma, Hong-Xuan Chen, Nan-Nan Zhang, …and 4 more authors…, Bin Ren Hide full author list

Yi-Fan Bao, Meng-Yuan Zhu, Hao Ma, Hong-Xuan Chen, Nan-Nan Zhang, Jia-Yi Wang, Xin-Yu Lu, Guo-Kun Liu, Xiang Wang, Bin Ren

Journal of the American Chemical Society · 2026

Preprint

Suiren-1.0 Technical Report: A Family of Molecular Foundation Models

Junyi An, Xinyu Lu, Yun-Fei Shi, Li-Cheng Xu, Nannan Zhang, …and 2 more authors…, Fenglei Cao Hide full author list

Junyi An, Xinyu Lu, Yun-Fei Shi, Li-Cheng Xu, Nannan Zhang, Chao Qu, Yuan Qi, Fenglei Cao

arXiv preprint arXiv:2603.21942 · 2026