Scholar
Wei Guo
Google Scholar ID: 0r_TzzkAAAAJ
ML PhD student, Georgia Institute of Technology
Citations & Impact
Citations
49
H-index
4
i10-index
2
Publications
5
Co-authors
9
list available
Publications
Resume (English only)
Background
- Ph.D. student in Machine Learning at Georgia Institute of Technology since Fall 2023
- Broad interests in statistics, probability, and machine learning
- Current research focuses on theoretical analysis and practical design of sampling algorithms (e.g., Markov chain Monte Carlo, non-equilibrium, and learning-based neural samplers)
- Applies stochastic analysis to optimal transport, stochastic optimal control, and statistical physics
- In machine learning, specializes in generative modeling—particularly continuous/discrete diffusion and flow-based models—with applications in vision and language
Miscellany
- Interests include languages (French, Chinese vernaculars, and minority languages in China), linguistics, and political science
- Enthusiastic about China’s railway system, civil aviation, and architecture
- Enjoys action video games such as The Last of Us, Assassin’s Creed, and the Metro series
- Fan of LE SSERAFIM
- Passionate traveler; recommended destinations include Hangzhou, Yangzhou, Datong, Macau, Washington, D.C., and hometown Ningbo
