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

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]

Other Publications

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

Modified from Jon Barron

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