About
I am leaving the AIRC Midea Group(I am on the job market, if you have interest on me, please contact.). My research interests lie in efficient image/video generation agents, including the development of complex multi-agent systems and related infrastructure.
I have finished my Doctor of Engineering (DoE) at MediaBrainGroup, Shanghai Jiao Tong University (SJTU). I received a master’s degree also from SJTU, INPAC, and a bachelor’s degree from Beijing Institute of Technology (BIT).
News
- 2026.04 — Added a personal blog note: 去台州吃点好的，也看点山海.
- 2025.06 — Paper G4Seg accepted at ICME 2025.
- 2025 — Paper Slice Segmentation Propagator published in Biomedical Signal Processing and Control.
- 2024 — Paper Long-tailed Diffusion Models with Oriented Calibration accepted at ICLR 2024.
- 2023 — Co-authored paper accepted at NeurIPS 2023.
Education
| Degree | School | Lab |
|---|---|---|
| Doctor of Engineering | Shanghai Jiao Tong University | MediaBrainGroup |
| Master’s Degree | Shanghai Jiao Tong University | INPAC |
| Bachelor’s Degree | Beijing Institute of Technology | — |
Publications
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Tianjiao Zhang, Fei Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang. G4Seg: Generation for Inexact Segmentation Refinement with Diffusion Models. ICME 2025. [arXiv]
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Tianjiao Zhang, Huangjie Zheng, Jiangchao Yao, Xiangfeng Wang, Mingyuan Zhou, Ya Zhang, Yanfeng Wang. Long-tailed Diffusion Models with Oriented Calibration. ICLR 2024. [OpenReview]
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Tianjiao Zhang et al. Slice Segmentation Propagator: Propagating the single slice annotation to 3D volume. Biomedical Signal Processing and Control, 2025.
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Tianjiao Zhang et al. Tracking the Rareness of Diseases: Improving Long-Tail Medical Detection with a Calibrated Diffusion Model. Electronics, 2024.
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Ziheng Zhao, Tianjiao Zhang, Weidi Xie, Yan-Feng Wang, Ya Zhang. K-Space Transformer for Undersampled MRI Reconstruction. BMVC 2022.
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Fei Zhang, Tianfei Zhou, Boyang Li, Hao He, Chaofan Ma, Tianjiao Zhang, Jiangchao Yao, Ya Zhang, Yanfeng Wang. Uncovering Prototypical Knowledge for Weakly Open-Vocabulary Semantic Segmentation. NeurIPS 2023.
Full publication list on Google Scholar.
Contact
Email: tianjiao.zhang@foxmail.com