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, where I worked closely with Prof. Alex Jinpeng Wang.

My current research interests lie in synthetic data and data-centric AI, with a particular focus on multimodal and generative AI.

News

• 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 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

Glance: Accelerating Diffusion Models with 1 Sample
Zhuobai Dong, Rui Zhao, Songjie Wu, Junchao Yi, Linjie Li, Zhengyuan Yang, Lijuan Wang, Alex Jinpeng Wang
[arXiv][Hugging Face][Github]

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][Model][Github]

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]

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation
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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