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

  • Advisor: Prof. Alex Jinpeng Wang
  • Worked closely with Ph.D. student Rui Zhao (Show Lab, National University of Singapore) since Jun. 2025.

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

News

  • 2026.06: Glance got accepted by ECCV 2026！！！
  • 2025.12: Glance has been released！！！
  • 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).
  • 2024.12: Joined Alex Jinpeng Wang’s research group！！！
  • 2024.09: Awarded First-Class Scholarship of Central South University.
  • 2024.09: Recommended for Master’s study at Wuhan University.
  • 2024.07: Won National Grand Prize in the National College Students Mapping Innovation and Entrepreneurship Competition – Scientific Paper Track.

Publications

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]

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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