PhD student
UC Berkeley
Contact:
hengyuf@berkeley.edu
Hosted on GitHub Pages — Theme by orderedlist
Unveil Conditional Diffusion Models
with Classifier-free Guidance: A Sharp Statistical Theory.
Hengyu Fu, Zhuoran Yang, Mengdi Wang, Minshuo Chen.
Two-stage Online Reusable Resource Allocation:
Reservation, Overbooking and Confirmation Call.
Ruicheng Ao*, Hengyu Fu*, David Simchi-Levi.
What can a Single Attention Layer Learn? A Study Through the Random
Features Lens.
Hengyu Fu*, Tianyu Guo*, Yu Bai, Song Mei.
NeurIPS 2023.
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data.
Hengyu Fu, Zehao Dou, Jiawei Guo, Mengdi Wang, Minshuo Chen.
ICLR 2025.
“Learning Hierarchical Polynomials of
Multiple Nonlinear Features.
Hengyu Fu, Zihao Wang, Eshaan Nichani, Jason D. Lee.
ICLR 2025.
(*:Equal contributions)