Yue Zhao (赵悦)
- Position: Ph.D. Candidate in Data Science (Mathematics)
- Institution: Center for Data Science, Peking University, Beijing, China
- Office: Jingyuan Courtyard No. 6, Room 222
- Email: yuezhao.math@gmail.com
I am open to collaboration in deep learning and scientific computing. Feel free to contact me.
Education
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09/2020–Present, Ph.D. Candidate in Data Science (Mathematics), Peking University, Center for Data Science
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04/2024–09/2024, Visiting Scholar in Statistics, University of Pennsylvania, Wharton School
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09/2017–06/2020, B.A. in Economics (Double Major), Peking University, National School of Development
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09/2016–06/2020, B.S. in Mathematics and Applied Mathematics, Beijing Normal University, School of Mathematical Sciences
Selected Publications
- Yue Zhao, Wei Zhang, Tiejun Li, EPR-Net: constructing a non-equilibrium potential landscape via a variational force projection formulation, National Science Review, 2024
- Yue Zhao, Jiequn Han, Offline Supervised Learning V.S. Online Direct Policy Optimization: A Comparative Study and A Unified Training Paradigm for Neural Network-Based Optimal Feedback Control, Physica D: Nonlinear Phenomena, 2024
- Jiequn Han, Wei Hu, Jihao Long, Yue Zhao (Equal Contribution, Alphabetical Order), Deep Picard Iteration for High-Dimensional Nonlinear PDEs, preprint, 2024
Selected Honors & Awards
- 2024: Presidential Scholarship, Peking University
- 2018–2020: China Finance 40 Forum & Road King Infrastructure Fellowship, Peking University
- 2020: Outstanding Thesis, Beijing Normal University
- 2016–2019: First-class Scholarship, Beijing Normal University
- 2018: Outstanding Student Leader, Beijing Normal University
- 2017: National Second Prize, Chinese Mathematics Competitions (CMC)
- 2017: First Prize in Beijing Region, Chinese Mathematics Competitions (CMC)
Internship
- 11/2024–02/2025, Intern, Industrial Control, Institute for Advanced Algorithms Research, Shanghai
- 06/2020–11/2020, Intern, Machine Learning, Baidu Map, Baidu Inc.
- 11/2019–05/2020, Intern, Computer Vision, AI Lab, ByteDance Inc.
- 04/2018–10/2019, Research Assistant, Institute of Automation, Chinese Academy of Sciences