Xiaoyang Wei

My research focuses on advancing vision-language models (VLMs) and large language model (LLM)-driven systems for healthcare. I specialize in integrating structured domain knowledge and rich semantic information into medical VLMs to enhance image retrieval and representation learning. In addition, I develop LLM-based approaches for clinical decision support, leveraging techniques such as prompt tuning and retrieval-augmented generation.