I am deeply intrigued by Multi-modal (e.g., vision, language) LLM and Agent with their applications to health and broad science. My recent research endeavors involve retrieval-based methods, aiming to play a fundamental role in next-generation vision-language models to improve their factuality, adaptability, and trustworthiness.