I obtained my Ph.D. from the Industrial Engineering and Operations Research (IEOR) Department at UC Berkeley, advised by Prof. Javad Lavaei. Before, I studied Mathematics at the University of Chinese Academy of Sciences. My research interests include optimization, machine learning theory, and algorithmic game theory.
Here are my LinkedIn and Google Scholar.
Email: donghaoy AT berkeley DOT edu
Scalable Primal-Dual Actor-Critic Method for Safe Multi-Agent RL with General Utilities.
Donghao Ying, Yunkai Zhang, Yuhao Ding, Alec Koppel, Javad Lavaei.
The 37th Annual Conference on Neural Information Processing Systems (NeurIPS), 2023.
No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand.
Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen
The 37th Annual Conference on Neural Information Processing Systems (NeurIPS), 2023.
Scalable Multi-Agent Reinforcement Learning with General Utilities.
Donghao Ying, Yuhao Ding, Alec Koppel, Javad Lavaei
American Control Conference (ACC), 2023.
Policy-based Primal-Dual Methods for Convex Constrained Markov Decision Processes.
Donghao Ying, Mengzi Amy Guo, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen.
The 37th AAAI Conference on Artificial Intelligence (AAAI), 2023.
A Dual Approach to Constrained Markov Decision Processes With Entropy Regularization.
Donghao Ying, Yuhao Ding and Javad Lavaei.
The 25th International Conference on Artificial Intelligence and Statistics (AISTATS), 2022.
Towards VM Rescheduling Optimization Through Deep Reinforcement Learning.
Xianzhong Ding*, Yunkai Zhang*, Binbin Chen, Donghao Ying, Tieying Zhang, Jian-jun Chen, Lei Zhang, Alberto Cerpa, Wan Du
European Conference on Computer Systems (EuroSys), 2025.
Short version accepted by The MlSys Workshop at Neurips, 2023.
Donghao Ying, Mengzi Amy Guo, Hyunin Lee, Yuhao Ding, Javad Lavaei, Zuo-Jun Max Shen
Accepted by Journal of Artificial Intelligence Research (JAIR), 2025.
Last-iterate Convergence in No-regret Learning: Games with Reference Effects Under Logit Demand.
Mengzi Amy Guo, Donghao Ying, Javad Lavaei, Zuo-Jun Max Shen
Management Science (MS), 2025.
Ali Yekkehkhany, Han Feng, Donghao Ying, Javad Lavaei.
IEEE Transactions on Automatic Control (TAC), 2023.
Almost Envy-free Allocations of Unweighted Items.
Zhijie Zhang*, Donghao Ying*, Xiaoming Sun, and Jialin Zhang.
SCIENTIA SINICA Informationis, 2022.
Huajie Qian*, Donghao Ying*, Henry Lam, Wotao Yin
Under review, 2024.
Shangding Gu, Donghao Ying, Ming Jin, Yu Joe Lu, Jun Wang, Javad Lavaei, Costas Spanos
Under review, 2025.
Junyu Guo, Zhi Zheng, Donghao Ying, Ming Jin, Shangding Gu, Costas Spanos, Javad Lavaei
Under review, 2025.
Shangding Gu, Xiaohan Wang, Donghao Ying, Haoyu Zhao, Runing Yang, Boyi Li, Ming Jin, Marco Pavone, Serena Yeung-Levy, Jun Wang, Dawn Song, Costas Spanos
Under review, 2025.