Scholar
Mengdi Wang
Google Scholar ID: 33yNvIgAAAAJ
Professor, Princeton AI Lab, CSML&ECE, Princeton University
Citations & Impact
Citations
8,135
H-index
47
i10-index
117
Publications
20
Co-authors
20
list available
Contact
Publications
Cited
3
Resume (English only)
Background
- Professor at the Center for Statistics and Machine Learning and Department of Electrical and Computer Engineering, Princeton University
- Courtesy appointments in the Department of Computer Science and the Omenn-Darling Bioengineering Institute
- Founder and co-director of Princeton AI for Accelerated Invention
- Affiliated with the Princeton ML Theory Group and Princeton Language+Intelligence Initiative
- Research interests include: machine learning theory (e.g., exploration in online interactive learning, statistical limits for reinforcement learning, representation learning, diffusion models), developing RL and generative AI algorithms with provable generalizability, robustness, and adaptivity by leveraging problem structures, and AI applications in healthcare, biotech, drug discovery, fintech, and intelligent systems
- Also interested in theoretical understanding of how ML can accelerate scientific discoveries
