Huy Le

About Me

Xin chào! I am Huy, an AI Research Resident at FPT Software - AI Center, working closely with Prof. Ngan Le and Prof. Tung Kieu. I'm on my way to explore the world in every aspect through my viewpoint lens by becoming a researcher.

Previously, I earned my Bachelor of Engineering in Computer Science from the International University – Vietnam National University HCMC (HCMIU), where I done my bachelor's thesis with Lecturer Le Thanh Son. During my undergraduate studies, I also worked as an AI Engineer at VNG Corporation.

News

November 2024: I was awarded a Student Registration Scholarship to attend ACCV 2024, hosted in my hometown, Hanoi! 🇻🇳 ⛩️
October 2024: Finally, I graduated with a B.Eng from HCMIU! A huge thanks and deepest appreciation to my family, friends, and colleagues who supported me over the past four years and celebrated this special milestone with me! 🎉🎉
April 2024: Our paper, titled WAVER: Writing-Style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge has been selected for an Oral Presentation at ICASSP 2024, Seoul, Korea! 🇰🇷 🎉🎉
March 2024: I will serve as a Session Chair for ICASSP 2024.
January 2024: One paper is accepted at ICASSP 2024.🎉🎉
June 2023: Our team at HCMIU simultaneously won the Winner Award 🏆 in Track 2 and the Runner-up Award 🥈 in Track 1 at The 7th NVIDIA AI City Challenge Workshop, CVPR 2023. 🎉🎉

Research Interests

My current research interests lie in generalizing and optimizing foundation multimodal models:
Understanding & Reasoning: Multimodal Alignment, Representation Learning, Structured Representation, Compositional Reasoning, and Fine-grained Understanding.
Resource-efficient Models: Token Merging/Pruning (Efficient Input), PEFT (Efficient Training) and Distilled/Small models (Efficient Inference).

Professional Services

Conference Reviewer: NeurIPS (2025), CoRL (2025), ICCV (2025), ACMMM (2025), ICASSP (2025)
Session Chair: ICASSP (2024)