publications

2026

1. ICML-W

   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, and Wojciech Matusik

   ICML 2026 Workshop on AI for Physics
2. preprint

   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^†, and Cheng Lin^†

   preprint
3. SIGGRAPH

   Learning a Delighting Prior for Facial Appearance Capture in the Wild

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

   SIGGRAPH 2026

   Project Code
4. CVPR

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

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

   CVPR 2026

   Project arXiv Code

2025

1. CVPR

   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, and Yuwang Wang^†

   CVPR 2026 Highlight

   Project arXiv Code