Tong Zhang is a professor of Computer Science at University of Illinois Urbana-Champaign. Previously, he was a professor at the Hong Kong University of Science and Technology, Rutgers University, and worked at IBM, Yahoo, Google, Baidu, and Tencent.
Tong Zhang's research interests include machine learning theory, algorithms, optimization, reinforcement learning, generative AI, and foundation-model alignment and reasoning. His recent work spans scalable optimization and sampling, LLM post-training and reward modeling, formal reasoning, and learning methods for web, multimodal, and embodied agents. He is a fellow of ASA, IEEE, and IMS, and he has served on the editorial boards of leading machine learning journals and program committees of top machine learning conferences.
Tong Zhang received a B.A. in mathematics and computer science from Cornell University and a Ph.D. in Computer Science from Stanford University.
Professor
University of Illinois Urbana-Champaign
Professor
Hong Kong University of Science and Technology
Rutgers University
Director of Research
Tencent, Baidu
Research Scientist
Yahoo, IBM
Ph.D. in Computer Science
Stanford University
M.S. in Computer Science
Stanford University
B.A. in Computer Science and Mathematics
Cornell University