Chunru Lin

I am Chunru Lin (林春茹), a fourth-year Ph.D. student in Computer Science at UMass Amherst, advised by Prof. Chuang Gan.

I received my bachelor's degree from ACM Honors Class, Shanghai Jiao Tong University. I was fortunate to be a visiting student researcher at CoCoSci Lab in MIT, advised by Prof. Josh Tenenbaum and Chuang Gan during my undergraduate. I also interned at Shanghai Qi Zhi Institute advised by Prof. Tao Du.

My research interest lies in Robotics, Computer Vision and Artificial Intelligence.

Outside of research, I enjoy watching movies and playing billiards.

Email  /  CV  /  Google Scholar  /  Twitter  /  Github

profile photo

Professional Services

  • Conference / Journal Reviewer:
    • 2026: TMLR, NeurIPS, CoRL, BMVC, ICML, CVPR, ECCV, ICLR, AAAI, ICRA, IROS, SIGGRAPH Asia
    • 2025: NeurIPS, ICCV, CoRL, ICML
    • 2024: AAAI
    • 2023: AAAI

News

  • [2026.1] Interning at Genesis AI!!!!!!
  • [2024.12] We announce and release Genesis!!!!!!
  • [2024.05] Interning at Dolby for the summer

Publications

img RoboWits: Unexpected Challenges for Robotic Creative Problem Solving
Chunru Lin*, Hongxin Zhang*, Fenghao Yu, Zhehuan Chen, Thomas L. Griffiths, Yejin Choi, David Held, Chuang Gan
Conference on Neural Information Processing Systems (NeurIPS), ED Track, 2026
Project | Paper | Code | Dataset
Self-Adaptive VLA for Robust Robot Deployment
Hongxin Zhang*, Chunru Lin*, Tsun-Hsuan Wang, Zhenjia Xu, Chuang Gan
Preprint
Project | Paper
img DLO-Lab: Benchmarking Deformable Linear Object Manipulations with Differentiable Physics
Junyi Cao, Yian Wang, Ziyan Xiong, Chunru Lin, Zhehuan Chen, Chuang Gan
International Conference on Machine Learning (ICML), 2026
Project | Paper | Code
RobotSmith: Generative Robotic Tool Design for Acquisition of Complex Manipulation Skills
Chunru Lin*, Haotian Yuan*, Yian Wang*, Xiaowen Qiu, Tsun-Hsuan Wang, Minghao Guo, Bohan Wang, Yashraj Narang, Dieter Fox, Chuang Gan
2025
Project | Paper | Code
img TopoGaussian: Inferring Internal Topology Structures from Visual Clues
Xiaoyu Xiong, Changyu Hu, Chunru Lin, Pingchuan Ma, Chuang Gan, Tao Du
International Conference on Learning Representations (ICLR), 2025
Project | Paper | Code
UBSoft: A Simulation Platform for Robotic Skill Learning in Unbounded Soft Environments
Chunru Lin, Jugang Fan, Yian Wang, Zeyuan Yang, Zhehuan Chen, Lixing Fang, Tsun-Hsuan Wang, Zhou Xian, Chuang Gan
Conference on Robot Learning (CoRL), 2024
Paper
img DiffVL: Scaling Up Soft Body Manipulation using Vision-Language Driven Differentiable Physics
Zhiao Huang, Feng Chen, Yewen Pu, Chunru Lin, Hao Su, Chuang Gan
Computer Vision and Pattern Recognition (CVPR), 2023
Project | Paper | Code
img 3D Concept Learning and Reasoning from Multi-View Images
Yining Hong, Chunru Lin, Yilun Du, Zhenfang Chen, Joshua B. Tenenbaum, Chuang Gan
Computer Vision and Pattern Recognition (CVPR), 2023
Project | Paper | Code
img 3D Concept Grounding on Neural Fields
Yining Hong, Yilun Du, Chunru Lin, Joshua B. Tenenbaum, Chuang Gan
Conference on Neural Information Processing Systems (NeurIPS), 2022
Paper | Code

Website's code is from Jon Barron.