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Yan Wang

Ph.D. Student
Tongji University, Shanghai, China
wangyan_vicky[at]tongji.edu.cn


About Me

I am a fifth-year Ph.D. student at the School of Mathematical Sciences, Tongji University, Shanghai, China, where I am advised by Prof. Hao Wu. I earned my bachelor’s degree in Statistics from Tongji University in 2021. From Jul. 2023 to Feb. 2025, I interned at ByteDance Research focusing on protein generation. From Mar. 2025 to Sep. 2025, I visited Chalmers University of Technology, supervised by Prof. Simon Olsson.

Research Interests

My research lies at the intersection of machine learning, computational biology and statistial physics – with particular emphasis on AI for molecular dynamics and generative modeling. My work includes efficient sampling, transfer operator reweighting, conformation generation, variance reduction and uncertainty quantification.

Publications

  1. Under Review

  2. NN
    Yan Wang, Ling Guo, Hao Wu, Tao Zhou
    Neural Networks 2025

  3. NIPS
    Yuning Shen, Lihao Wang, Huizhuo Yuan, Yan Wang, Bangji Yang, Quanquan Gu
    Neural Information Processing Systems 2025

  4. ICLR
    Fei Ye, Zaixiang Zheng, Dongyu Xue, Yuning Shen, Lihao Wang, Yiming Ma, Yan Wang, Xinyou Wang, Xiangxin Zhou, Quanquan Gu
    International Conference on Learning Representations 2024

  5. ICML
    Yan Wang, Lihao Wang, Yuning Shen, Yiqun Wang, Huizhuo Yuan, Yue Wu, Quanquan Gu
    International Conference on Machine Learning 2024

  6. JCP
    Ling Guo, Hao Wu, Yan Wang, Wenwen Zhou, Tao Zhou
    Journal of Computational Physics 2024


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