He is now leading Multimedia Search and Mining Group, focusing on computer vision, image graphics, vision and language, especially on fine-grained image/video recognition and detection, multimedia content editing, personal media experience of browsing, searching, sharing and storytelling. He has shipped core technologies to a number of Microsoft products, including Windows, Office, Bing Multimedia Search, Azure Media Service, XiaoIce, etc.