Xue Yuyang is currently pursuing a Ph.D. in the Department of Engineering at the University of Edinburgh, focusing on cutting-edge fields such as adversarial machine learning, vision-language models, and medical image processing. He is supervised by Prof. Sotirios Tsaftaris. He has established broad and in-depth collaborations with various international and domestic research institutions, including the UK Engineering and Physical Sciences Research Council (EPSRC)-funded Center for Healthcare AI and Real Data Causality AI (CHAI), Canon Europe Medical Headquarters, the Archimedes Research Center of AI Excellence in Athens, Greece, and the Fujian Province Key Laboratory of Medical Devices and Pharmaceutical Technology.

He was invited to organize a tutorial at the 2024 International Symposium on Biomedical Imaging (ISBI) and served as a keynote speaker, delivering multiple presentations at top conferences like CVPR and MICCAI. He holds a National Intermediate Software Engineer certification from the Ministry of Industry and Information Technology of China and is a student member of IEEE and the International Society for Magnetic Resonance in Medicine (ISMRM). Xue Yuyang obtained his Master's degree in Computer Science from the University of Southampton and his Bachelor's degree in Computer Science from Fuzhou University. With extensive experience in machine learning and its applications, he has co-authored 25 conference papers and journal articles, as well as two technical patents, with various collaborators and partners. Moreover, he serves as a reviewer for several renowned conferences in the fields of computer vision and medical imaging, such as CVPR, ICLR, ECCV, MICCAI, and ISBI, as well as top journals like TNNLS, TMI, and MedAI.

You can find more from my CV, Chinese CV.

• Oral Presentation
  MICCAI 2024, BMFT: Achieving Fairness via Bias-based Weight Masking Fine-tuning
• Invited Speaker
  MLIS 2024, Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction, Youtube
• Tutorial
  ISBI 2024, DiMEDIA:Diffusion Models in Medical Imaging and Analysis

Regular Reviewers/PC Member

• Computer Vision and Pattern Recongnition (CVPR)
• International Conference on Learning Representations (ICLR)
• International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
• European Conference on Computer Vision (ECCV)
• IEEE International Symposium on Biomedical Imaging (ISBI)
• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• IEEE Transactions on Medical Imaging (TMI)
• Medical Image Analysis (MedAI)