Scholar
Tuan Le
Google Scholar ID: Fk1A1p4AAAAJ
Senior Machine Learning Research Scientist
Citations & Impact
Citations
427
H-index
10
i10-index
10
Publications
20
Co-authors
6
list available
Resume (English only)
Background
- Senior Machine Learning Research Scientist at Pfizer
- Research interests focus on representation learning for molecular structures, including drug compounds and proteins
- Combines deep learning methods (e.g., RNNs, GNNs) with generative learning algorithms to sample novel molecules
- Particularly interested in transport-based generative models such as Energy-Based Models, Diffusion, and Stochastic Interpolants for 3D molecule generation
- Develops methods that respect physical symmetries in both supervised and unsupervised learning settings
- Enhances software engineering skills through interdisciplinary collaborations to translate research into practical implementations
