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Yuan Zhang

Ph.D. Student
Southeast University
yuanzhang_ (at) seu.edu.cn


YUAN ZHANG

I am currently a Ph.D. student in the Department of Computer Science at Southeast University, Nanjing. I am now supervised by Dr.Huazhu Fu at ASTAR in Singapore. I am supervised by Prof. Guanyu Yang for doctoral studies. Prior to this, I achieved master’s degree at Imperial College London supervised by Dr Andrew Scott and bachelor’s degree at Northwestern Polytechinical University.

My research lies at the intersection of Artificial Intelligence For Medical – with a special focus on dealing with the tough task in Computational Pathology. My research interests include Medical Image Analysis, Multi-modal learning, Federated Learning, Vision Language Model, and Generation Model, etc.

News

Publications [Google Scholar][DBLP]

  1. RBME
    Content Generation Models in Computational Pathology A Comprehensive Survey on Methods, Applications, and Challenges
    Yuan Zhang, XinFeng Zhang, Xiaoming Qi, Xinyu Wu,Feng Chen, Guanyu Yang, Huazhu Fu
    IEEE Reviews in Biomedical Engineering (RBME), 2025.
    PDF Code BibTex

  2. MedIA
    PathFL Multi-alignment Federated Learning for pathology image segmentation
    Yuan Zhang, Feng Chen, Yaolei Qi, Guanyu Yang, Huazhu Fu
    Medical Image Analysis (MedIA), 2025.
    PDF Code BibTex

  3. ECCV
    Energy-induced Explicit quantification for Multi-modality MRI fusion
    Xiaoming Qi, Yuan Zhang, Wang Tong, Guanyu Yang, Yueming Jin, Shou Li
    European Conference on Computer Vision (ECCV), 2024.
    PDF Code BibTex

  4. MICCAI
    DSCENet Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification (ORAL)
    Yuan Zhang, Yaolei Qi, Xiaoming Qi, Yongyue Wei, Guanyu Yang
    The Medical Image Computing and Computer Assisted Intervention Society (MICCAI), 2024.
    PDF Code BibTex

  5. ICASSP
    FedSoda Federated cross-assessment and dynamic aggregation for Histopathology Segmentation
    Yuan Zhang, Yaolei Qi, Xiaoming Qi, LLotfi Senhadji, Yongyue Wei, Feng Chen, Guanyu Yang
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024.
    PDF Code BibTex

  6. ICCV
    Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation
    Yaolei Qi, Yuting He, Xiaoming Qi, Yuan Zhang, Guanyu Yang
    International Conference on Computer Vision (ICCV), 2023.
    PDF Code Project Page BibTex GitHub Stars

Awards

Contact

Address: No.2 SipaiLou, Xuanwu Dictrict, Nanjing, Jiangsu, China
Lab Location: The School of Computer Science and Engineering, Southeast University
Email: yuanzhang_ (at) seu.edu.com

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Thanks yaoyao-liu for his very exquisite template.