👋 About Me
I am currently an Associate Researcher at the School of Computer Science and Technology, Hainan University. I received my Ph.D. degree from Hong Kong Baptist University in 2024. My research interests focus on medical image analysis and interpretable deep learning architectures. Currently, our team is investigating nonalcoholic fatty liver disease (NAFLD), the most prevalent liver condition globally, with an emphasis on developing advanced computational methods for diagnosis and progression monitoring.
- 📫 Email: yinchong@hainanu.edu.cn; chongyin@comp.hkbu.edu.hk; chong2yolo@gmail.com
🔥 News
- 2024.06: 🎉🎉 One MICCAI paper accepted.
- 2024.02: 🎉🎉 Two CVPR papers accepted. See you in Seattle.
- 2022.03: 🎉🎉 One IJCAI paper accepted. See you in Vienna.
- 2021.05: 🎉🎉 One MICCAI paper accepted.
📝 Publications
HistoSyn:Histomorphology-Focused Pathology Image Synthesis
Chong Yin, Siqi Liu, Vincent Wai-Sun Wong, Pong C. Yuen
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024.
PDF Code
Prompting Vision Foundation Models for Pathology Image Analysis
Chong Yin, Siqi Liu, Kaiyang Zhou, Vincent Wai-Sun Wong, Pong C. Yuen
IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.
PDF
Code
Video
XFibrosis: Explicit Fiber-Vessel Modeling for Fibrosis Staging from Liver Pathology Images
Chong Yin, Siqi Liu, Fei Lyu, Jiahao Lu, Sune Darkner, Vincent Wai-Sun Wong, Pong C. Yuen
IEEE/CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.
PDF Video
BindingSiteDTI: differential-scale binding site modelling for drug–target interaction prediction
Feng Pan, Chong Yin, Si-Qi Liu, Tao Huang, Zhaoxiang Bian, Pong Chi Yuen
Bioinformatics, 2024.
PDF Code
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images
Chong Yin, Siqi Liu, Vincent Wai-Sun Wong, Pong C. Yuen
International Joint Conference on Artificial Intelligence (IJCAI), 2022.
PDF Video
Focusing on Clinically Interpretable Features: Selective Attention Regularization for Liver Biopsy Image Classification
Chong Yin, Siqi Liu, Rui Shao, Pong C. Yuen
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021.
PDF
🎖 Honors and Awards
- 2024.06 Research Performance Award, COMP, HKBU
- 2022.06 Research Performance Award, COMP, HKBU
- 2021.06 Research Performance Award, COMP, HKBU
- 2021.09 Student Travel Award, MICCAI 2021
📖 Educations
- 2019.09 - 2024.08, PhD, Hong Kong Baptist University, Supervisor: Prof. Yuen Pong Chi
- 2015.09 - 2018.06, Mater of Science, Sun Yet-Sen University, Supervisor: Prof. Lai Jianhuang.
- 2011.09 - 2015.06, Bachelor of Science, Henan University of Science and Technology.
💻 Research Experience
- 2022.03 - 2022.08, Overseas study, The University of Copenhagen, Denmark.
- 2019, IAPR/IEEE Winter School on Biometrics, Shenzhen, China