Shuai Yang | Shanghai Jiao Tong University

About Me

I am a Ph.D. student at Shanghai Jiao Tong University & Shanghai AI Laboratory ,co-supervised by Prof. Dahua Lin and Prof. Ziwei Liu. I also works closely with Dr. Tong Wu in Stanford University. Now I am a research intern at the Shanghai Artificial Intelligence Laboratory. My research interests lie in GenAI, and I am currently dedicate to creating open VR interactive world model

Research Interests

3D Vision
Video generation
World model simulation

News

[2025-06] We release the spmem , a novel method that enhances long-term consistency in video world model via geometry-grounded spatial memory inspired by the human mind..
[2025-04] LayerPano3D accepted to SIGGRAPH 2025.
[2024-12] We release the Imagine360, a novel method that converts standard video into dynamic 360° video with structured motion. .
[2024-08] We release the LayerPano3D, a novel method that generates full-view, explorable panoramic 3D scenes from a single text prompt. .
[2023-09] Start my journey in Shanghai Jiao Tong University.
[2023-08] HyperDreamer accepted to SIGGRAPH Asia 2023.
[2023-06] Graduated from Tongji University.
[2022-11] Join Shanghai Artificial Intelligence Lab(PJLAB).

Publications

Arxiv

Video World Models with Long-term Spatial Memory
Tong Wu*, Shuai Yang*, Ryan Po, Yinghao Xu, Ziwei Liu, Dahua Lin, Gordon Wetzstein

Preprint(* equal contribution)

Paper Project page

Arxiv

Imagine360: Immersive 360 Video Generation from Perspective Anchor
Jing Tan*, Shuai Yang*, Tong Wu, Jingwen He, Yuwei Guo, Ziwei Liu, Dahua Lin

Preprint(* equal contribution)

Paper Project page Code

SIGGRAPH

LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation
Shuai Yang*, Jing Tan*, Mengchen Zhang, Tong Wu, Yixuan Li, Gordon Wetzstein, Ziwei Liu, Dahua Lin

SIGGRAPH, 2025. (* equal contribution)

Paper Project page Code

SIGGRAPH Asia

HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image
Tong Wu*, Zhibing Li*, Shuai Yang*, Pan Zhang, Xingang Pan, Jiaqi Wang, Ziwei Liu, Dahua Lin

SIGGRAPH Asia, 2023. (* equal contribution)

Paper Project page Code

Technical Report

3DTopia: Large Text-to-3D Generation Model with Hybrid Diffusion Priors
Fangzhou Hong, Jiaxiang Tang, Ziang Cao, Min Shi, Tong Wu, Zhaoxi Chen, Shuai Yang , Tengfei Wang, Liang Pan, Dahua Lin, Ziwei Liu

Technical Report

Paper Demo Code

Misc

I'm a die-hard NBA fan, and Chicago's own—Derrick Rose—is my all-time favorite. ❤️ The youngest MVP in history! I'm also a big LeBron James fan—you know, the man is a legend!