Shuo Chen | 陈硕

I am a first-year Ph.D. student at the University of California, Merced, where I am fortunate to be advised by Prof. Ming-Hsuan Yang. Prior to this, I was an intern at TSAIL. I received my Bachelor's degree from Tsinghua University in 2024.

My research interests lie in generative models and world models.

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Research

DimensionX: Create Any 3D and 4D Scenes from a Single Image with Decoupled Video Diffusion
WenQiang Sun*, Shuo Chen*, Fangfu Liu*, Zilong Chen, Yueqi Duan, Jun Zhu, Jun Zhang, Yikai Wang
International Conference on Computer Vision (ICCV), 2025
paper / project page / code / video / huggingface /

DreamComposer++: Empowering Diffusion Models with Multi-View Conditions for 3D Content Generation
Yunhan Yang*, Shuo Chen*, Yukun Huang*, Xiaoyang Wu, Yuan-Chen Guo, Edmund Y. Lam, Hengshuang Zhao, Tong He, Xihui Liu
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
paper

CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model
Zhengyi Wang, Yikai Wang, Yifei Chen, Chendong Xiang, Shuo Chen, Dajiang Yu, Chongxuan Li, Hang Su, Jun Zhu
European Conference on Computer Vision (ECCV), 2024
paper / project page / code / huggingface /
Freeplane: Unlocking Free Lunch in Triplane-Based Sparse-View Reconstruction Models
WenQiang Sun, Zhengyi Wang, Shuo Chen, Yikai Wang, Zilong Chen, Jun Zhu, Jun Zhang,
arXiv
paper / project page / code
Education
University of California, Merced, Merced, CA, USA
2025.08 - Present
Ph.D. Student at Vision and Learning Lab
Tsinghua University, Beijing, China
2020.09 - 2024.06
Bachelor of Science, Mathematics and Physics
Experience
Johns Hopkins University, CCVL
2023.06 - 2023.09
Summer Research Intern
Advisor: Prof. Alan L. Yuille

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Last updated: Sep 28, 2025