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Yan Wang

Ph.D., Senior Scientist
Astrazeneca, Beijing, China
yan.wang28[at]astrazeneca.com


About Me

I am currently a Senior Scientist at AstraZeneca in Beijing, China, where I work on AI-driven antibody discovery and design. I received my Ph.D. from the School of Mathematical Sciences at Tongji University, Shanghai, China, under the supervision of Prof. Hao Wu. I earned my bachelor’s degree in Statistics from Tongji University in 2021.

From July 2023 to February 2025, I was a research intern at ByteDance Research, where I worked on protein generation under the leadership of Prof. Quanquan Gu. 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 focus on AI for drug discovery, molecular dynamics, and generative modeling. My broader research interests include protein structure generation, the thermodynamics and kinetics of molecular dynamics, 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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