My research aims at endowing machine with the capability to perceive, understand, and reconstruct the visual world. Currently, my research focus is on: 1) developing scalable and label-efficient deep learning algorithms for natural image and medical image analysis; 2) designing effective techniques for 3D scene understanding and reconstruction; 3) understanding the behaviors of deep neural networks in out-of-distribution data.