Scholar
Peiyan Hu
Google Scholar ID: TcyZu_8AAAAJ
PhD @ Academy of Mathematics and Systems Science (AMSS), Chinese Academy of Sciences (CAS)
Citations & Impact
Citations
123
H-index
6
i10-index
2
Publications
14
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers in top-tier international conferences such as ICML, ICLR, and IJCAI, including 'On the Guidance of Flow Matching' and 'From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control'. Received numerous honors including the Hua Luogeng Scholarship, National Scholarship (Ph.D.), Star of Tomorrow (MSRA), Outstanding Graduation Student of Beijing, Outstanding Graduation Thesis of UCAS, National Scholarship (Bachelor), and First-Class Academic Scholarship.
Research Experience
- Visiting student at the AI for Scientific Simulation and Discovery Lab at Westlake University, mentored by Tailin Wu. Interned at Microsoft Research Asia and Microsoft Research AI4Science, mentored by Yue Wang and Qi Meng. Also a member of the AI4Science Research Project.
Education
- Graduated from the University of Chinese Academy of Sciences (UCAS) in 2022, majoring in Mathematics with a minor in Computer Science. Currently pursuing a Ph.D. at AMSS, CAS, advised by Prof. Zhiming Ma.
Background
- Currently a third-year Ph.D. student at the Academy of Mathematics and Systems Science (AMSS), Chinese Academy of Sciences (CAS). Research interests include AI for PDE/physical system simulation and control, and generative models.
Miscellany
- Serves as a reviewer for NeurIPS, ICLR, AAAI, IJCAI, and Physics of Fluids.
