Education
Princeton University
Princeton, NJ
Zhejiang University
Hangzhou, China
B.Eng. in Robotics (Chu Kochen Honors College) · GPA: 3.99/4.0 · Rank: 1/121
June 2025
Internship
Meta Research
Research Scientist Intern
May 2026 – Aug. 2026
- Project: Video-action pretraining on egocentric videos for generalizable robot policy.
Publications
UniMate: One Unified Model to Animate Diverse Skeletons
Linzhan Mou, Jiahui Lei, Zhiyang Dou, Chenyue Cai, Chaoyue Song, Adam Finkelstein, Szymon Rusinkiewicz
Special Interest Group on Computer Graphics and Interactive Techniques (SIGGRAPH) Asia, 2026.
[arXiv]
[website]
[code]
TTT-Parkour: Rapid Test-Time Training for Perceptive Robot Parkour
Shaoting Zhu*, Baijun Ye*, Jiaxuan Wang, Jiakang Chen, Ziwen Zhuang, Linzhan Mou, Runhan Huang, Hang Zhao
Conference on Robot Learning (CoRL), 2026.
[arXiv]
[website]
[code]
DIMO: Diverse 3D Motion Generation for Arbitrary Objects
Linzhan Mou, Jiahui Lei, Chen Wang, Lingjie Liu, Kostas Daniilidis
International Conference on Computer Vision (ICCV), 2025. (Highlight)
[arXiv]
[website]
[code]
VR-Robo: A Real-to-Sim-to-Real Framework for Visual Robot Navigation and Locomotion
Shaoting Zhu*, Linzhan Mou*, Derun Li, Baijun Ye, Runhan Huang, Hang Zhao
IEEE Robotics and Automation Letters (RA-L), 2025.
[arXiv]
[website]
[code]
Robust Robot Walker: Learning Agile Locomotion over Tiny Traps
Shaoting Zhu, Runhan Huang, Linzhan Mou, Hang Zhao
IEEE International Conference on Robotics and Automation (ICRA), 2025.
[arXiv]
[website]
[code]
DuQuant: Distributing Outliers via Dual Transformation Makes Stronger Quantized LLMs
Haokun Lin*, Haobo Xu*, Yichen Wu*, Jingzhi Cui, Yingtao Zhang, Linzhan Mou, Linqi Song, Zhenan Sun, Ying Wei
Conference on Neural Information Processing Systems (NeurIPS), 2024. (Oral)
[arXiv]
[website]
[code]
Let Occ Flow: Self-Supervised 3D Occupancy Flow Prediction
Linzhan Mou*, Yili Liu*, Xuan Yu, Chenrui Han, Sitong Mao, Rong Xiong, Yue Wang
Conference on Robot Learning (CoRL), 2024.
[arXiv]
[website]
[code]
Instruct 4D-to-4D: Editing 4D Scenes as Pseudo-3D Scenes Using 2D Diffusion
Linzhan Mou*, Jun-Kun Chen*, Yu-Xiong Wang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[arXiv]
[website]
[code]