Zhuobai Dong

Zhuobai Dong

Master’s student at WHU
zhuobai@whu.edu.cn

About Me

I am a Master’s student at Wuhan University, supervised by Prof. Yandong Wang. I received my bachelor’s degree from Central South University.

My current research interests lie in video and image generation, with a particular focus on diffusion distillation and streaming generation.

Research Intern

CSU-JPG Lab, Central South University
Jan. 2025 – Present

EPIC Lab, Shanghai Jiao Tong University
Mar. 2026 – Present

Show Lab, National University of Singapore
Jun. 2025 – Present

News

  • 2026.10: Glance Forcing and StreamErase has been officially released！
  • 2026.06: Glance got accepted by ECCV 2026！！！
  • 2025.10: Awarded National Invention Patent Certificate for “An Estimation Method for Urban Street Tree Carbon Storage at the Individual Tree Level”.
  • 2025.08: STV-MNet got accepted by Ecological Informatics (SCI Q1,IF=7.3).
  • 2024.09: Recommended for Master’s study at Wuhan University.

Publications

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Glance Forcing: Making Bidirectional Diffusion Autoregressive at a Glance
Zhuobai Dong, Junchao Yi, Hu Jian Guo, Linjie Li, Alex Jinpeng Wang, Rui Zhao
[ArXiv][Model][Github]

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StreamErase: Towards Ultra-Fast Streaming Video Erasing
Zhuobai Dong, Xiaobing Tu, Xiantao Zhang, Jinkui Ren, Yinggui Wang, Yue Ma, Linfeng Zhang
[ArXiv][Model][Github]

ECCV 2026
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Glance: Accelerating Diffusion Models with 1 Sample
The 19th European Conference on Computer Vision, 2026.
Zhuobai Dong, Rui Zhao, Songjie Wu, Junchao Yi, Linjie Li, Zhengyuan Yang, Lijuan Wang, Alex Jinpeng Wang
[ArXiv][Model][Github]

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Seeing is Not Reasoning: MVPBench for Graph-based Evaluation of Multi-path Visual Physical CoT
Zhuobai Dong, Junchao Yi, Ziyuan Zheng, Haochen Han, Xiangxi Zheng, Alex Jinpeng Wang, Fangming Liu, Linjie Li.
[ArXiv][Datasets][Github]

Ecol. Inf 2025
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Locating and profiling city street trees using Baidu street view images for carbon storage evaluation
Ecological Informatics(Elsevier), 2025.
Zhuobai Dong, Yingcai Su, Yuru Zhang, Lifang Wang, Shujun Yuan, Baoyi Zhang
[Paper][Github]

ICML 2026
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TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
Forty-Third International Conference on Machine Learning, 2026.
Alex Jinpeng Wang, Dongxing Mao, Jiawei Zhang, Weiming Han, Zhuobai Dong, Linjie Li, Yiqi Lin, Zhengyuan Yang, Libo Qin, Fuwei Zhang, Lijuan Wang, Min Li
[ArXiv][Hugging Face][Github]

NeurIPS 2026
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Internalize External Competence for Visual Instruction Editing
Fortieth Annual Conference on Neural Information Processing Systems, 2026.
Wenjun Huang, Rui Zhao, Suyang Hou, Jiahao Tang, Wenjia Wang, Zhuobai Dong, Alex Jinpeng Wang, Hu Jian Guo
[ArXiv][Hugging Face][Github]

Selected Honors

  • 2025 National Invention Patent, “An Estimation Method for Urban Street Tree Carbon Storage at the Individual Tree Level”
  • 2024 First-Class Scholarship, Central South University (Top 2%)
  • 2024 National Grand Prize, National College Students Mapping Innovation and Entrepreneurship Competition – Scientific Paper Track (Top 1%)
  • …

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