Dou, Zehao

1. Monitoring Reasoning Models for Misbehavior and the Risks of Promoting Obfuscation
   2025/03/14 by Baker, Bowen, Huizinga, Joost, Gao, Leo +6 · 71 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
2. Diffusion Mechanism in Residual Neural Network: Theory and Applications
   2021/05/07 by Wang, Tangjun, Dou, Zehao, Bao, Chenglong +1 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. FairVision: Equitable Deep Learning for Eye Disease Screening via Fair Identity Scaling
   2023/10/03 by Yan Luo, Luo, Yan, Yu Tian +10 · 3 citations
   Medicine · #Acute Ischemic Stroke Management #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Diseases and Treatments #Retinal Imaging and Analysis
4. FunDiff: Diffusion Models over Function Spaces for Physics-Informed Generative Modeling
   2025/06/09 by Wang, Sifan, Dou, Zehao, Shan, Siming +2 · 8 citations
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning
   2022/02/10 by Dou, Zehao, Kuba, Jakub Grudzien, Yang, Yaodong · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. From optimal score matching to optimal sampling
   2024/09/11 by Dou, Zehao, Kotekal, Subhodh, Xu, Zhehao +1 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data
   2024/07/23 by Fu, Hengyu, Dou, Zehao, Guo, Jiawei +2 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
8. Think Twice Before You Act: Improving Inverse Problem Solving With MCMC
   2024/09/13 by Yaxuan Zhu, Zehao Dou, Zhu, Yaxuan +8 · 1 citation
   Computer Science · Decision Sciences · Social Sciences · #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Problem and Project Based Learning #Teaching and Learning Programming