His research is focused on 3D multi-modal complicated reasoning task, including multi-modal structural representation learning, 2D/3D pre-training, 2D/3D continuous learning.

His work has led to many awards, including Shanghai Rising Star under Grant No. 23QD1401000, awarded by the Shanghai Municipal Commission of Science and Technology, the National Scholarship 2021 China Award, the 2019 Excellent Doctoral Scholarship of Fudan University Award, and various awards from VALSE China and Shanghai Government. His research outcomes have some impacts on industrial applications like airport checkpoint security perceptual recognition and localization of concealed or dangerous objects.