Yuan Zhang's Homepage

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 Deep Learning and Artificial Intelligence in Medicine – with a special focus on dealing with the tough task in pathology image. My research interests include medical imaging, weakly-supervised learning, federated learning, foundation model, and multiple modality fusion, etc.

News

[Nov. 2024] Our paper about pathology classification is accepted to British Journal of Haematology.
[July. 2024] Our paper about multi-modality fusion is accepted to ECCV 2024.
[June. 2024] Our paper about multimodal learning is orally accepted to MICCAI 2024.
[Dec. 2023] Our paper about federated learning is accepted to ICASSP 2024.
[Nov. 2023] Our paper about graph clustering is accepted to Neurocomputing.
[Oct. 2023] Our paper about pathology diagnosis is orally accepted to ASH 2023.
[Jul. 2023] Our paper about network design is accepted to ICCV 2023.
Show more

Awards

2024，China Scholarship Council(CSC) Scholarship
2024，SI-TECH Future Stars Education Scholarship
2022，Southeast University Academic Scholarship
2018，Northwestern Polytechnical University Academic Scholarship

Publications [Google Scholar][DBLP]

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

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

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

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

Contact

Address: Jiangsu, Nanjing, Sipailou
Lab Location: Sipailou 2
Email: yuanzhang_ (at) seu.edu.com

Services

-->

Reviewers

Thanks yaoyao-liu for his very exquisite template.