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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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Blog Post number 3
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Blog Post number 2
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Blog Post number 1
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portfolio
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Short description of portfolio item number 1
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publications
Few Slices Suffice: Multi-faceted Consistency Learning with Active Cross-Annotation for Barely-Supervised 3D Medical Image Segmentation
Published in Medical Image Computing and Computer Assisted Interventions (MICCAI), 2024
(Oral, Young Scientist Award Finalist)
Recommended citation: @inproceedings{wu2024few, title={Few slices suffice: Multi-faceted consistency learning with active cross-annotation for barely-supervised 3D medical image segmentation}, author={Wu, Xinyao and Xu, Zhe and Tong, Raymond Kai-yu}, booktitle={International Conference on Medical Image Computing and Computer-Assisted Intervention}, pages={286--296}, year={2024}, organization={Springer} }
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Continual learning in medical image analysis: A survey
Published in Computers in Biology and Medicine, 2024
(IF: 6.5, JCR-Q1)
Recommended citation: @article{wu2024continual, title={Continual learning in medical image analysis: A survey}, author={Wu, Xinyao and Xu, Zhe and Tong, Raymond Kai-yu}, journal={Computers in Biology and Medicine}, volume={182}, pages={109206}, year={2024}, publisher={Elsevier} }
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Multi-Faceted Consistency learning with active cross-labeling for barely-supervised 3D medical image segmentation
Published in Medical Image Analysis, 2025
(IF: 11.8, JCR-Q1) [Invited paper - MICCAI 2024 Special Issue]
Recommended citation: @article{wu2025multi, title={Multi-Faceted Consistency learning with active cross-labeling for barely-supervised 3D medical image segmentation}, author={Wu, Xinyao and Xu, Zhe and Tong, Raymond Kai-yu}, journal={Medical Image Analysis}, pages={103744}, year={2025}, publisher={Elsevier} }
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Conservative-Radical Complementary Learning for Class-incremental Medical Image Analysis with Pre-trained Foundation Models
Published in Medical Image Computing and Computer Assisted Interventions (MICCAI), 2025
Recommended citation: @inproceedings{wu2025crcl, title = {Conservative-Radical Complementary Learning for Class-incremental Medical Image Analysis with Pre-trained Foundation Models}, author = {Wu*, Xinyao and Xu*, Zhe and Lu, Donghuan and Sun, Jinghan and Liu, Hong and Shakil, Sadia and Ma, Jiawei and Zheng, Yefeng and Tong, Raymond}, booktitle = {International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)}, year = {2025} }
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Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification
Published in International Conference on Learning Representations (ICLR), 2026
Recommended citation: @inproceedings{raldl2026, title={Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification}, author={Wu, Xinyao and Xu, Zhe and Tong, Raymond Kai-yu}, booktitle={International Conference on Learning Representations (ICLR)}, year={2026} }
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services
Undergraduate Teaching Assistant
BIOE50009 - Molecules, Materials, Measurements 2 (Signal Processing)
Graduate Teaching Assistant
CUHK BMEG3103 - Big Data in Healthcare
Graduate Teaching Assistant
CUHK BMEG4010 – Medical Device Regulatory Affairs
Regular Reviewer
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI)
Graduate Teaching Assistant
CUHK ENGG1040 – Foundations in Engineering Mathematics
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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