Scholar
Lam M. Nguyen
Google Scholar ID: DeFL5Q8AAAAJ
Staff Research Scientist at IBM Research; IBM Master Inventor
Citations & Impact
Citations
2,978
H-index
25
i10-index
36
Publications
20
Co-authors
105
list available
Publications
Resume (English only)
Academic Achievements
- Serving as Senior Area Chair for ICML 2026, AISTATS 2026, ICLR 2026, NeurIPS 2025, and Area Chair for AISTATS 2025, CVPR 2025, ICLR 2025
- Member of the NeurIPS Organizing Committee for three consecutive years
- Paper 'Stochastic ISTA/FISTA Adaptive Step Search Algorithms for Convex Composite Optimization' accepted by Journal of Optimization Theory and Applications (JOTA), co-authored with Katya Scheinberg (Georgia Tech) and Trang H. Tran (Cornell)
- Three papers accepted to NeurIPS 2024 on topics including nonconvex-concave minimax optimization, interpretable time-series classification, and federated prompt-tuning under data imbalance
- Three papers accepted to ICASSP 2025 on correlated attention in Transformers, dilated convolution for time series, and foundation model-guided few-shot action recognition
- One paper accepted to IEEE ICDM 2024 on noise-aware self-supervised learning for time series encoding
- Nomination 'Granite Time Series Foundation Models' selected for 2024 IBM Research Outstanding Accomplishments (O-level)
