Scholar
Jin Ye
Google Scholar ID: UFBrJOAAAAAJ
Monash University
Citations & Impact
Citations
1,777
H-index
21
i10-index
32
Publications
20
Co-authors
0
Publications
Resume (English only)
Academic Achievements
- 1. One paper accepted by ICCV 2025, focusing on ophthalmic surgical video-language pretraining.
- 2. Four papers accepted by MICCAI 2025, covering MS lesion segmentation and polyp segmentation.
- 3. GAIA Workshop accepted at ICCV 2025, exploring the future of generative AI for medical imaging.
- 4. Two papers accepted by CVPR 2025, about interactive medical image segmentation and SlideChat for gigapixel whole-slide images.
- 5. FUGC ISBI 2025 Challenge launched, aiming to improve clinical decisions.
- 6. One paper accepted by NeurIPS 2024, releasing GMAI-MMBench, a comprehensive general medical AI benchmark.
Research Experience
- Full-time researcher at Shanghai AI Lab, working with Dr. Junjun He and Prof. Yu Qiao; Senior R&D Engineer at Baidu, collaborating with Dr. Xiao Tan and Dr. Wei Zhang.
Education
- PhD Student, Department of Data Science and AI, Monash University, Supervisors: Prof. Jianfei Cai, A/Prof. Zhaolin Chen, Dr. Bohan Zhuang.
Background
- Research Interests: Medical AI, particularly medical image segmentation, medical vision-language models, and generative modeling. Aims to translate advanced AI technology into real clinical practice.
Co-authors