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.
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Major Publications
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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]
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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]
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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]
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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]
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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]
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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]
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Saliency Detection with Moving Camera via Background Model Completion
Yupei Zhang, Kwok-Leung Chan
[Sensors 2021] (JCR Q1)
[ paper]
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Patents
- AN INTERACTIVE ELDERLY ASSISTANCE SYSTEM, as one of the inventors, 2022
Selected Awards
- National Encouragement Scholarship, 2018
- Interdisciplinary Contest in Modeling: Honorable Mention, COMAP 2018
- University-level Outstanding Student Leader, BLCU, 2018
- Third Prize Scholarship, BLCU, 2017
- Individual Scholarship, BLCU 2016
Skills
- Pytorch, Pytorch Lightning
- Full-stack web development
- Motion capture
- Speech Processing
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