About

Welcome to my homepage! My full name is Minh Duc Le, and I am currently a research resident at VinAI Research where I am fortunate to be advised by Professor Nhat Ho. Before that, I graduated from Hanoi University of Science and Technology with a Bachelor’s degree in Computer Science.

Email: minh611002@gmail.com

Research Interests

My current research centers on Continual Learning and applications of Mixture-of-Experts models. I am also open to diversifying my research to various aspects in the future.

(*) denotes equal contribution.

Selected Preprints

Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts

*Minh Le*, Chau Nguyen*, Huy Nguyen*, Quyen Tran, Trung Le, Nhat Ho
Under review

Leveraging Hierarchical Taxonomies in Prompt-based Continual Learning

Quyen Tran, Minh Le, Tuan Truong, Dinh Phung, Linh Ngo, Thien Nguyen, Nhat Ho, Trung Le
Under review

Selected Publications on Mixture of Experts

Mixture of Experts Meets Prompt-Based Continual Learning

Minh Le, An Nguyen*, Huy Nguyen*, Trang Nguyen*, Trang Pham*, Linh Van Ngo, Nhat Ho
Advances in NeurIPS, 2024