Qiang Xia is currently a PhD student at the USTC Lab for Data Science, where he is supervised by Prof. Xiangnan He and Dr. Shuo Wang. His research focuses on multimodal LLM agents, multi-agent collaboration, and cloud-edge collaborative intelligence.