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Yuyang Yin 尹雨阳

I am currently a second year Ph.D student at Beijing Jiaotong University (BJTU) in MePro, advised by Prof. Yuchao Wei. I work closely with Atlas (Zhangyang) Wang at the University of Texas at Austin.

Research Interests

My research focuses on world model building, particularly at the intersection of video and 3D domains, as well as the interplay between generation and reconstruction.

Education History

Ph.D student Beijing Jiaotong University 2023-present

B.D. Beijing Jiaotong University 2019-2023

Social Work

Reviewer for ICML 2025, ICLR 2025, NIPS 2024, ACM MM 2024 and TIP.

  yuyangyin@bjtu.edu.cn                       Google Scholar

Main Publications


Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models
Hanwen Liang*, Yuyang Yin*, Dejia Xu, Hanxue Liang, Zhangyang Wang, Konstantinos N. Plataniotis, Yao Zhao, Yunchao Wei
Topic: 4D Generation
Advances in Neural Information Processing Systems (NeurIPS 2024)
[Project] [Paper] [Github]


4DGen: Grounded 4D Content Generation with Spatial-temporal Consistency
Yuyang Yin*, Dejia Xu*, Zhangyang Wang, Yao Zhao, Yunchao Wei
Topic: 4D Generation
Arxiv 2023.12
[Project] [Paper] [Github]

CLE Diffusion: Controllable Light Enhancement Diffusion Model
Yuyang Yin, Dejia Xu, Chuangchuang Tan,Ping Liu, Yao Zhao, Yunchao Wei
Topic: Image Enhancement
ACM International Conference on Multimedia(MM 2023)
[Project] [Paper] [Github]

Other Publications

ClassDiffusion: More Aligned Personalization Tuning with Explicit Class Guidance
Jiannan Huang, Jun Hao Liew, Hanshu Yan, Yuyang Yin, Yao Zhao, Humphrey Shi, Yunchao Wei
Topic: Image Generation
International Conference on Learning Representations (ICLR 2025)
[Project] [Paper] [Github]

CLIP-GS: Unifying Vision-Language Representation with 3D Gaussian Splatting
Siyu Jiao, Haoye Dong, Yuyang Yin, Zequn Jie, Yinlong Qian, Yao Zhao, Humphrey Shi, Yunchao Wei
Topic: 3D Understanding
Arxiv 2024.12
[Paper]

Industrial Experience

NIO 蔚来
2025.03 - Now, Beijing, China
Topic: Video Generation



Alkaid 瑶光未来
2024.02 - 2024.12, Beijing, China
This is a startup focused on AI tools for art and entertainment.
Topic: Video/3D Generation, Worked with Dr.Yupeng Chen



Agency for Science, Technology and Research (A*STAR)
2023.1 - 2023.8 , Singapore
Topic: Image Generation, Worked with Prof.Ping Liu