Scholar
Zehao Dou
Google Scholar ID: CypbdCkAAAAJ
OpenAI
Statistics
LLM
Diffusion models
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Citations & Impact
All-time
Citations
389
H-index
10
i10-index
12
Publications
20
Co-authors
15
list available
Contact
Email
zehaodou.yale@gmail.com
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Publications
6 items
Is Your Conditional Diffusion Model Actually Denoising?
2025
Cited
0
Monitoring Monitorability
2025
Cited
0
FunDiff: Diffusion Models over Function Spaces for Physics-Informed Generative Modeling
2025
Cited
0
Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation
2025
Cited
1
Approximating N-Player Nash Equilibrium through Gradient Descent
2025
Cited
0
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data
arXiv.org · 2024
Cited
1
Resume
Academic Achievements
2025: 'Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation', OpenAI Blog.
2024: 'From Optimal Score Matching to Optimal Sampling' (with Subhodh Kotekal et al.), Arxiv Preprint (under review by Annals of Statistics).
2024: 'Think Twice Before You Act: Improving Inverse Problem Solving With MCMC' (with Yaxuan Zhu et al.), Arxiv Preprint.
2025: 'Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data' (with Hengyu Fu et al.), ICLR 2025.
2024: 'Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling' (with Minshuo Chen et al.), ICML 2024.
2024: 'Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective' (with Yang Song), ICLR 2024.
2023: 'Learning Narrow One-Hidden-Layer ReLU Networks' (with Sitan Chen et al.), COLT 2023.
2022: 'Rates of Estimation for High-dimensional Multi-reference Alignment' (with Zhou Fan and Harrison Zhou), Annals of Statistics.
2022: 'Gap Dependent Bounds for Two-Player Markov Games' (with Zhuoran Yang et al.), AISTATS 2022.
2021: 'Diff–ResNets for Few-shot Learning – an ODE Perspective' (with Tangjun Wang et al.), IEEE TPAMI.
2020: 'A Priori Estimates of the Generalization Error for Autoencoders' (with Weinan E and Chao Ma), ICASSP 2020.
2020: 'Approximating N-Player Nash Equilibrium through Gradient Descent' (with Dongge Wang et al.), IJTCS 2020.
2018: 'Improving Word Embeddings for Antonym Detection Using Thesauri and Sentiwordnet' (with Wei Wei and Xiaojun Wan), NLPCC 2018.
Multiple additional arXiv preprints on adversarial attacks, non-convex min-max optimization, and deep multi-agent reinforcement learning.
Co-authors
14 total
Yuanzhi Li
Assistant Professor at CMU
Chenglong Bao
Yau Mathematical Sciences Center, Tsinghua University
Zuoqiang Shi
Professor, Yau Mathematical Sciences Center, Tsinghua University
S osher
Unknown affiliation
Yaodong Yang
Boya (博雅) Assistant Professor at Peking University
Surbhi Goel
Assistant Professor, University of Pennsylvania
Sitan Chen
Assistant Professor of Computer Science, Harvard University
Raghu Meka
University of California, Los Angeles