Xinchen Yin

I'm a first year Master student in Robotics at Georgia Tech, advised by Prof. Danfei Xu.

I am grateful for the mentorship of Prof. Hua Chen during my undergraduate studies at the ZJU-UIUC Institute. During my time at UIUC, I had the valuable opportunity to collaborate with Prof. Yunzhu Li, Shivansh Patel, and Wenlong Huang. I also had the pleasure of working with Prof. Gaoang Wang at the ZJU-UIUC Institute.

Email (xyin85 [AT] gatech.edu)  /  Twitter  /  Github

profile photo

Research

I'm interested in Robotics, Imitation Learning, Reinforcement Learning, Zero-shot/One-shot/Few-shot Learning, Sim-to-Real Transfer, 3D Vision, Foundation Models. My long-term goal is (1) to enable robots to have the ability to learn from Internet-scale data efficiently and (2) to equip robots with human level of manipulation ability.

A Real-to-Sim-to-Real Approach to Robotic Manipulation with VLM-Generated Iterative Keypoint Rewards
Shivansh Patel*, Xinchen Yin*, Wenlong Huang, Shubham Garg, Hooshang Nayyeri, Li Fei-Fei, Svetlana Lazebnik, Yunzhu Li
ICRA, 2025
CoRL LEAP and LangRob Workshop 2024
project / paper

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