Geng Chen

I am a first year M.S. student in ECE at UC San Diego working with Prof.Xiaolong Wang. Previously, I was a research assistant with Prof.Yang Gao at Tsinghua University. I received my B.Eng. in Computer Science from Shanghai Jiao Tong University, advised by Prof. Yunbo Wang. I was also fortunate to do research at Stanford University, advised by Prof.Jiajun Wu.

Email  /  CV  /  Github

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Research

My long-term goal is to build embodied generalist agents that can acquire skills continually and adaptively and compose the learned skills to solve complicated long-horizon tasks. Towards this goal, I'm doing research at the intersection of robotics, computer vision, and machine learning. Recently, I'm interested in (humanoid) manipulation, learning from humans, and (3D) policy learning.

FP3: A 3D Foundation Policy for Robotic Manipulation
Rujia Yang*, Geng Chen*, Chuan Wen‡, Yang Gao‡
Generative Models for Robot Learning Workshop @ ICLR 2025
Project Page / Code / PDF
HuB: Learning Extreme Humanoid Balance
Tong Zhang*, Boyuan Zheng*, Ruiqian Nai, Yingdong Hu, Yen-Jen Wang, Geng Chen, Fanqi Lin, Jiongye Li, Chuye Hong, Koushil Sreenath, Yang Gao
Workshop on Whole-body Control and Bimanual Manipulation: Applications in Humanoids and Beyond @ RSS 2025
Project Page / PDF
EgoMono4D: Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos
Chengbo Yuan, Geng Chen, Li Yi, Yang Gao
Under Review, 2024
Project Page / Code / PDF
clean-usnob Learning Planning Abstractions from Language
Weiyu Liu*, Geng Chen*, Jiayuan Mao*, Joy Hsu, Jiajun Wu
ICLR, 2024
Project Page / PDF
clean-usnob Continual Predictive Learning from Videos
Geng Chen*, Wendong Zhang*, Han Lu, Siyu Gao, Yunbo Wang, Mingsheng Long, Xiaokang Yang
CVPR, 2022  (Oral Presentation)
Project Page / PDF / PyTorch Code
Experience

Tsinghua University, Beijing, China
Research Assistant . Mar. 2024 to Jan. 2025
Advisor: Prof. Yang Gao

Stanford University, CA, USA (remote)
Research Assistant . Apr. 2022 to Sep. 2023
Advisor: Prof. Jiajun Wu

Shanghai Jiao Tong University, Shanghai, China
Research Assistant . Jul. 2019 to Jun. 2023
Advisor: Prof. Yunbo Wang.


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