Hi, I'm Huy Le 👋

-🌱 I’m currently an AI Research Resident at FPT Software AI Center (AIC), ex-AI Engineer at Data & AI Lab (DAL), VNG Corporation.

🔭 Research Interests

• (Large) Multimodal Models Reasoning & Understanding: (Large) Multimodal Model (LMM), Image/Video Understanding, Vision-Language Compositionality, Structured Representation.

• Efficient (Large) Multimodal Models: Parameter-Efficient Fine-Tuning (PEFT) (Efficient Training), Distilled/Small Models (Efficient Inference), Token Merging/Pruning (Efficient Input).

• (Large) Multimodal Models Generation: Multimodal Chatbot, Visual Programming, Embodied Agent.

My current research experience comprises of Intelligent Surveillance Systems, Image/Video Understanding, Multimodal Learning and PEFT including:

• [2023-Present] Efficient Cross-Modal Learning & Understanding: Video-Language Matching, Parameter-Efficient Fine-Tuning (PEFT), Multimodal Compositionality, Structured Representation (Scene Graph Generation).

• [2021-2023] Intelligent Industrial/Traffic Systems Applications: Tracked-Vehicle to Video Retrieval, Person/Vehicle Re-Identification, Person/Vehicle Tracking, Face Recognition/Verification.