Zheyuan Hu

Researcher, Tencent

Joined

February 2020

Names

Zheyuan Hu (Preferred)

Emails

****@mail.ustc.edu.cn (Confirmed)

****@u.nus.edu (Confirmed)

****@sony.com (Confirmed)

****@tencent.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Tencent (tencent.com)

2026 – Present

PhD student

National University of Singapore (nus.edu.sg)

2021 – 2025

Undergrad student

University of Science and Technology of China (ustc.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Kenji Kawaguchi

2021 – 2026

Expertise

Generative Models

2024 – 2025

AI for Science

2021 – 2025

Publications

Ultra-Fast Language Generation via Discrete Diffusion Divergence Instruct
Haoyang Zheng, Xinyang Liu, Xiangrui Kong, Nan Jiang, Zheyuan Hu, Weijian Luo, Wei Deng, Guang Lin
- ICLR 2026 Poster
- Readers: Everyone
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow-Map Models
Zheyuan Hu, Chieh-Hsin Lai, Yuki Mitsufuji, Stefano Ermon
- ICLR 2026 Poster
- Readers: Everyone
Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
Zekun Shi, Zheyuan Hu, Min Lin, Kenji Kawaguchi
- NeurIPS 2024 oral
- Readers: Everyone
Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations
Zheyuan Hu, Zhongqiang Zhang, George Em Karniadakis, Kenji Kawaguchi
- Published: 01 Jan 2024, Last Modified: 03 Mar 2024
- CoRR 2024
- Readers: Everyone
Generalization in Neural Operator: Irregular Domains, Orthogonal Basis, and Super-Resolution
Zheyuan Hu, Zhongkai Hao, Tianbo Li, Zekun Shi, Kenji Kawaguchi, Min Lin
- Submitted to NeurIPS 2023
- Readers: Everyone
Neural Integral Functionals
Zheyuan Hu, Tianbo Li, Zekun Shi, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, Shuicheng YAN, Min Lin
- Published: 03 Mar 2023, Last Modified: 13 Mar 2023
- Physics4ML Poster
- Readers: Everyone
Tackling the Curse of Dimensionality with Physics-Informed Neural Networks
Zheyuan Hu, Khemraj Shukla, George Em Karniadakis, Kenji Kawaguchi
- Published: 01 Jan 2023, Last Modified: 03 Mar 2024
- CoRR 2023
- Readers: Everyone
Bias-Variance Trade-off in Physics-Informed Neural Networks with Randomized Smoothing for High-Dimensional PDEs
Zheyuan Hu, Zhouhao Yang, Yezhen Wang, George Em Karniadakis, Kenji Kawaguchi
- Published: 01 Jan 2023, Last Modified: 03 Mar 2024
- CoRR 2023
- Readers: Everyone
Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks
Zheyuan Hu, Zekun Shi, George Em Karniadakis, Kenji Kawaguchi
- Published: 01 Jan 2023, Last Modified: 03 Mar 2024
- CoRR 2023
- Readers: Everyone
D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory
Tianbo Li, Min Lin, Zheyuan Hu, Kunhao Zheng, Giovanni Vignale, Kenji Kawaguchi, A.H. Castro Neto, Kostya S. Novoselov, Shuicheng YAN
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 25%
- Readers: Everyone

View all 16 publications

Co-Authors

View all 36 co-authors