Dou, Zehao

6 publications

ICLR 2025 Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data Hengyu Fu, Zehao Dou, Jiawei Guo, Mengdi Wang, Minshuo Chen

NeurIPS 2025 Is Your Diffusion Model Actually Denoising? Daniel Pfrommer, Zehao Dou, Christopher Scarvelis, Max Simchowitz, Ali Jadbabaie

ICLR 2024 Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective Zehao Dou, Yang Song

ICML 2024 Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling Zehao Dou, Minshuo Chen, Mengdi Wang, Zhuoran Yang

COLT 2023 Learning Narrow One-Hidden-Layer ReLU Networks Sitan Chen, Zehao Dou, Surbhi Goel, Adam Klivans, Raghu Meka

AISTATS 2022 Gap-Dependent Bounds for Two-Player Markov Games Zehao Dou, Zhuoran Yang, Zhaoran Wang, Simon Du