Yupei Zhang

I am a first-year PhD student at the Department of Clinical Neurosciences, School of Clinical Medicine at the University of Cambridge, under the supervision of Dr. Chao Li . I work closely with Dr. Zhen Chen in the field of medical image analysis.

My research interests involve Medical Image Analysis, Multi-modal Analysis, Computational Pathology and Vision-and-Language Pretraining.

I received my MSc degree in Multimedia Information Technology from the City University of Hong Kong (CityU). Before that, I received my B.E. degree in Digital Media Technology from Beijing Language and Culture University (BLCU), China.

Email / CV / Google Scholar / Github

News

[2025/01] One paper accepted by CIBM.
[2024/08] One paper accepted by IEEE BIBM 2024.
[2024/06] One paper accepted by MICCAI 2024 (CCF-B).
[2024/03] One paper accepted by IEEE JBHI (JCR Q1).
[2023/05] One paper accepted by MICCAI 2023 (early accepted, 14%, CCF-B).

Major Publications

	Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading Li Pan, Yupei Zhang(co-first author), Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen. [BIBM 2024*] IEEE International Conference on Bioinformatics and Biomedicine [ paper] [ code]
	Knowledge-driven Subspace Fusion and Gradient Coordination for Multi-modal Learning Yupei Zhang, Xiaofei Wang(co-first author), Fangliangzi Meng, Jin Tang, Chao Li. [MICCAI 2024] The 27th International Conference on Medical Image Computing and Computer Assisted Intervention (CCF-B)* [ paper] [ code]
	Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration Li Pan, Yupei Zhang(co-first author), Qiushi Yang, Tan Li, Zhen Chen. [CIBM*] Computers in Biology and Medicine. [ paper]
	Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning. Yupei Zhang, Li Pan(co-first author), Qiushi Yang, Tan Li, Zhen Chen. [IEEE JBHI] IEEE Journal of Biomedical and Health Informatics, (JCR Q1, IF 7.7*). [ paper] [ code]
	Combat Long-tails in Medical Classification with Relation-aware Consistency and Virtual Features Compensation Li Pan, Yupei Zhang** (co-first author), Qiushi Yang, Tan Li, Zhen Chen. [MICCAI 2023] The 26th International Conference on Medical Image Computing and Computer Assisted Intervention (CCF-B)* [ paper] [ code]
	Facial Micro-Expression Recognition Using Double-Stream 3D Convolutional Neural Network with Domain Adaptation Zhengdao Li, Yupei Zhang, Hanwen Xing, Kwok-Leung Chan [Sensors 2023] (JCR Q1) [ paper]
	Saliency Detection with Moving Camera via Background Model Completion Yupei Zhang, Kwok-Leung Chan [Sensors 2021] (JCR Q1) [ paper]