About
Welcome to my homepage! I’m An Nguyen The (in Vietnamese: Nguyễn Thế An), and I am currently a research resident at FPT Software AI Center where I am fortunate to be advised by Professor Tan Nguyen and Dr Thieu Vo. Before that, I graduated as valedictorian from Hanoi University of Science and Technology with a Bachelor’s degree in Data Science and Artificial Intelligence.
Research Interests
My current research focuses on the fundamentals of Transformer models, with a particular emphasis on improving their efficiency and robustness. Besides, I’m also working on Equivariant models. Additionally, I have experience on research topics like Continual Learning and Mixture of Experts. I am also open to diversifying my research to various aspects in the future.
I am actively seeking PhD positions in Computer Science for the upcoming academic year and am excited to contribute to innovative research and advancements in the field.
(*) denotes equal contribution.
Selected Publications
Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective
Minh Le*, Tien Ngoc Luu*, An Nguyen The*, Thanh-Thien Le, Trang Nguyen, Thanh Tung Nguyen, Linh Ngo Van, Thien Huu Nguyen
AAAI Conference on Artificial Intelligence, AAAI 2025 (Oral Presentation)
Equivariant Neural Functional Networks for Transformers
Hoang V. Tran*, Thieu N. Vo*, An T. Nguyen*, Tho Tran Huu, Minh-Khoi Nguyen-Nhat, Thanh Tran, Duy-Tung Pham, Tan Minh Nguyen
International Conference on Learning Representations, ICLR 2025
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
Monomial Matrix Group Equivariant Neural Functional Networks
Hoang V. Tran*, Thieu N. Vo*, Tho H. Tran, An T. Nguyen, Tan Minh Nguyen
Advances in NeurIPS, 2024
Selected Preprints
Equivariant Polynomial Functional Networks
Thieu N. Vo*, Hoang V. Tran*, Tho Tran Huu, An T. Nguyen, Thanh Tran, Minh-Khoi Nguyen-Nhat, Duy-Tung Pham, Tan Minh Nguyen
Under review