Publications

Research in computer graphics, 3D vision, and physically grounded learning.

^* Equal contribution^† Corresponding author

ICML 2026 Workshop on AI for Physics

FlowPDE: Understanding and Justifying Flow Matching in PDE Solving

Tianxiao Li^*, Tianyu Huang^*, Hang Zhou, Yuezhou Ma, Minghao Guo, Haixu Wu^†, Chuang Gan, Mingsheng Long, Wojciech Matusik

SIGGRAPH 2026

Learning a Delighting Prior for Facial Appearance Capture in the Wild

Yuxuan Han, Xin Ming, Tianxiao Li, Zhuofan Shen, Qixuan Zhang, Lan Xu, Feng Xu^†

Project Code

CVPR 2026 (Poster)

WildCap: Facial Albedo Capture in the Wild via Hybrid Inverse Rendering

Yuxuan Han, Xin Ming, Tianxiao Li, Zhuofan Shen, Qixuan Zhang, Lan Xu, Feng Xu^†

Paper Project Code

CVPR 2026 (Highlight)

M3DLayout: A Multi-Source Dataset of 3D Indoor Layouts and Structured Descriptions for 3D Generation

Yiheng Zhang^*, Zhuojiang Cai^*, Mingdao Wang^*, Meitong Guo, Tianxiao Li, Li Lin, Yuwang Wang^†

Paper Project Code

Under review

QuadLink: Autoregressive Quad-Dominant Mesh Generation via Point-Relation Learning

Yiheng Zhang, Zhe Zhu, Tingrui Shen, Zhuojiang Cai, Tianxiao Li, Zixing Zhao, Qiujie Dong, Zhiyang Dou, Jiepeng Wang, Le Wan, Yuwang Wang, Wenping Wang, Yuan Liu^†, Cheng Lin^†