About Me
I am a PhD student at the South China University of Technology (2023~) supervised by Prof. Mingkui Tan. I received my MSc from Chongqing University of Posts and Telecommunications in 2023, co-supervised by Prof. Bin Xiao and Prof. Xiuli Bi. My research interests are broadly in AI and mainly focus on:
- Machine Learning: few-shot learning, Transfer learning, etc.
- Reinforcement Learning: Applications of reinforcement learning to unmanned systems and to LLM, etc.
- Large Language Model: Efficient LLM, LLM Agent, etc.
- Computer Vision: Instance Segmentation, Medical Image Analysis, Remote Sensing Image Analysis, etc.
Recent News
- 2024.09: One paper is accepted by IEEE Transactions on Medical Imaging 2024!
- 2024.07: One paper is accepted by ACM Multimedia 2024!
- 2024.02: One paper is accepted by IEEE Transaction on Cybernetics 2024!
- 2023.10: One paper is accepted by IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2023!
- 2023.02: Accepted to pursue PhD at South China University of Technology!
- 2022.10: Received the National Scholarship for postgraduate students!
- 2022.08: One paper is accepted by Remote Sensing 2022!
- 2022.06: One paper is accepted by IEEE Transaction on Big Data 2022!
Publications
Check the full list here.
- CTNet: Contrastive Transformer Network for Polyp Segmentation
Bin Xiao, Jinwu Hu, WeiSheng Li, Chi-Man Pun, Xiuli Bi*
IEEE Transactions on Cybernetics, 2024. [paper] [code] - IEMask R-CNN: Information-enhanced Mask R-CNN
Xiuli Bi, Jinwu Hu, Bin Xiao*, WeiSheng Li, Xinbo Gao
IEEE Transactions on Big Data, 2022. [paper] [code] - PGNet: Positioning Guidance Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Images
Bo Liu+, Jinwu Hu+, Xiuli Bi*, WeiSheng Li, Xinbo Gao
Remote Sensing, 2022. [paper] [code]
Professional Activities
- IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2024， Program Committee(PC) member.
- Pattern Recognition (PR), Reviewer.
- Neural Networks (NN), Reviewer.
- IEEE Journal of Biomedical and Health Informatics (JBHI), Reviewer.
- Pattern Recognition Letters (PRLETTERS), Reviewer.
- IEEE student member, CCF student member, CSIG student member.