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Yuyang Yin 尹雨阳

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

Research Interests

My research focuses on AIGC, particularly at the intersection of video and 3D domains.

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


PanoWorld-X: Generating Explorable PanoramicWorlds via Sphere-Aware Video Diffusion
Yuyang Yin, HaoXiang Guo, Fangfu Liu, Mengyu Wang, Hanwen Liang, Eric Li, Yikai Wang, Xiaojie Jin, Yao Zhao, Yunchao Wei
Topic: Panoramic Video Generation, Arxiv 2025.09
[Project] [Paper]

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
International Conference on Computer Vision (ICCV 2025)
[Paper]


TiP4GEN: Text to Immersive Panorama 4D Scene Generation
Ke Xing, Hanwen Liang, Dejia Xu, Yuyang Yin, Konstantinos N. Plataniotis, Yao Zhao, Yunchao Wei
Topic: Text-to-4D Generation
ACM Multimedia (MM 2025)
Topic: Panoramic Video Generation
[Project] [Paper]


Industrial Experience

skywork 昆仑万维
2025.01 - 2025.07, Beijing, China (Remote)
Topic: Panoramic Video Generation, Worked with Dr.HaoXiang Guo, as part of Matrix-3D


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