My long-term research interest is to find a path to build a universal learning system, and my short-term research interest is to explore a better path to build universal visual perception system. Now, I am closely collaborating with Han Hu, Houwen Peng and Steve Lin at Microsoft Research Asia. Previously, I closely collaborated with Yue Cao and Xizhou Zhu.