1. Xueyu Liu, Guangze Shi, Rui Wang, Yexin Lai, Jianan Zhang, Weixia Han, Min Lei, Ming Li, Xiaoshuang Zhou, Yongfei Wu*, Chen Wang, Wen Zheng. Segment Any Tissue: One-Shot Reference Guided Training-Free Automatic Point Prompting for Medical Image Segmentation (MedIA), 2025. (SCI Q1-TOP)
2. Xueyu Liu, Rui Wang, Yexin Lai, Guangze Shi, Feixue Shao, Fang Hao, Jianan Zhang, Jia Shen, Yongfei Wu*, Wen Zheng. Plug-and-Play PPO: An Adaptive Point Prompt Optimizer Making SAM Greater. Conference on Computer Vision and Pattern Recognition (CVPR), 2025. (CCF A)
3. Zihao Mi, Xueyu Liu, Jianan Zhang, Guangze Shi, Yidi Li Yongfei Wu*. Multi-instance Curriculum Learning for Histopathology Image Classifications with Hard Negative Mining and Positive Augmentation. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024. (CCF B)
4. Xueyu Liu, Guangze Shi, Rui Wang, Yexin Lai, Jianan Zhang, Lele Sun, Quan Yang, Yongfei Wu*, MIng Li, Weixia Han, Wen Zheng. Feature-prompting GBMSeg: One-Shot Reference Guided Training-Free Prompt Engineering for Glomerular Basement Membrane Segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024. (CCF B)
5. Xueyu Liu, Ming Li, Yongfei Wu*, Yilin Chen, Fang Hao, Daoxiang Zhou, Chen Wang, Chuanfeng Ma, Guangze Shi, Xiaoshuang Zhou. An efficient glomerular object locator for renal whole slide images using proposal-free network and dynamic scale evaluation method. AI Communications, 2022. (SCI Q4)
- Awards: 12th “Challenge Cup” China College Students Entrepreneurship Competition, 2020, National Second Prize
Research Experience
- Ph.D. candidate, College of Computer Science and Technology, Taiyuan University of Technology, 2024.09 - Present
Education
- Ph.D. candidate, College of Computer Science and Technology, Taiyuan University of Technology, 2024.09 - Present, Advisor: Professor Mingqiang Wei
- Master's degree, Big Data Technology and Engineering, Taiyuan University of Technology, 2013.09 - 2024.07
- Bachelor's degree, Software Engineering, Taiyuan University of Technology, 2018.09 - 2022.07
Background
- Research Interests: Computer vision and medical data analytics
- Specialties: Foundation models, domain generalization, pathological image analysis, multimodal data analysis