Zhi Cen

I am currently a CS Ph.D. student at the State Key Laboratory of CAD & CG, Zhejiang University, advised by Prof. Xiaowei Zhou and Sida Peng. My research interests lie in human motion generation, human video generation and human motion capture.

I completed my undergraduate studies at the Zhejiang University - University of Illinois at Urbana-Champaign Institute, majoring in Electrical and Computer Engineering. I earned a B.Eng. degree from ZJU and a B.Sci. degree from UIUC.

I am expected to graduate in 2026 and am actively looking for job opportunities.

Email  /  Scholar  /  Github

profile photo

Recent News

  • [2025.11]   One paper got accepted by AAAI 2026 Oral!
  • [2025.09]   One paper got accepted by NeurIPS 2025!
  • [2025.01]   One paper got accepted by ICLR 2025!
  • [2024.07]   One paper got accepted by Siggraph Asia 2024!

Publications

* indicates equal contributions.

UnityVideo: Unified Multi-Modal Multi-Task Learning for Enhancing World-Aware Video Generation
Jiehui Huang, Yuecheng Zhang, Xu He, Yuan Gao, Zhi Cen, Bin Xia, Yan Zhou, Xin Tao, Pengfei Wan, Jiaya Jia
arxiv, 2025
project page / arXiv

StreamingTalker: Audio-driven 3D Facial Animation with Autoregressive Diffusion Model
Yifan Yang, Zhi Cen, Sida Peng, Xiangwei Chen, Yifu Deng, Xinyu Zhu, Fan Jia, Xiaowei Zhou, Hujun Bao
AAAI, 2025 (Oral)
project page / arXiv

CoDA: Coordinated Diffusion Noise Optimization for Whole-Body Manipulation of Articulated Objects
Huaijin Pi, Zhi Cen, Zhiyang Dou, Taku Komura
NeurIPS, 2025
project page / arXiv

Generating Full Body Grasping Motion from the First-person Perspective
Zhi Cen, Yihui Yang, Huaijin Pi, Sida Peng, Xiaowei Zhou
CCF CAD & CG, 2025

Ready-to-React: Online Reaction Policy for Two-Character Interaction Generation
Zhi Cen, Huaijin Pi, Sida Peng, Qing Shuai, Yujun Shen, Hujun Bao, Xiaowei Zhou, Ruizhen Hu
ICLR, 2025
project page / arXiv

World-Grounded Human Motion Recovery via Gravity-View Coordinates
Zehong Shen*, Huaijin Pi*, Yan Xia, Zhi Cen, Sida Peng, Zechen Hu, Hujun Bao, Ruizhen Hu, Xiaowei Zhou
Siggraph Asia, 2024
project page / arXiv

Generating Human Motion in 3D Scenes from Text Descriptions
Zhi Cen, Huaijin Pi, Sida Peng, Zehong Shen, Minghui Yang, Shuai Zhu, Hujun Bao, Xiaowei Zhou
CVPR, 2024
project page / arXiv

Learning Human Mesh Recovery in 3D Scenes
Zehong Shen, Zhi Cen, Sida Peng, Qing Shuai, Hujun Bao, Xiaowei Zhou
CVPR, 2023
project page / arXiv

Services

Reviewer of NeurIPS, ICCV, SIGGRAPH ASIA, IEEE Trans. Multimedia.

Internships

  • [2025.04 - Recent]   Intern @ Kuaishou Kling GenAI.
  • [2020.05 - 2020.08]   Intern @ MSRA HEX Group.

Last update: Nov 2025