Hi, I am Tianyu Lin๐. I am a master student at Department of Biomedical Engineering, Johns Hopkins University. I am also an research intern at CCVL research group, supervised by Dr. Zongwei Zhou and Prof. Alan Yuille. I graduated from School of Biomedical Engineering, Sun Yat-sen University with a bachelorโs degree in June, 2024.
My research interest mainly includes medical image analysis and computer vision. I am all into building reliable medical vision intelligence systems. I am also interested in foundational vision models, diffusion models, vision language models, etc.
If you are interested in working with me, please feel free to email me at tianyulin67@gmail.com :)
๐ฅ News
- 2025.01: Two papers have been accepted by ISBI 2025.
- 2024.06: ๐ฅณ๐ One paper has been accepted by MICCAI 2024 (1st author)!
๐ Publications
ESWAA priority-guided contrastive network for delineating vascular layers in arterial ultrasound. Lu Mโ , Lin Tโ , et al.ISBI 2025EMSSD: Two-Stage Model Enhancing Medical Image Segmentation Based on Stable Diffusion. Chen R, Lin T, et al.ISBI 2025PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation. Yan Z, Yin Z, Lin T, et al.
Stable Diffusion Segmentation for Biomedical Images with Single-step Reverse Process
Tianyu Lin, Zhiguang Chen, Zhonghao Yan, Weijiang Yu, Fudan Zheng
SensorsAn Attention-Based Co-Segmentation Semi-Supervised Method for Nasopharyngeal Carcinoma Segmentation. Chen Yโ , Han Gโ , Lin T et al.
๐ Educations
- 2024.09-2026.06 (Expected), Master of Science in Engineering, Biomedical Engineering, Johns Hopkins University.
- 2020.09-2024.06, Bachelor of Engineering, Biomedical Engineering, Sun Yat-sen University.
๐ป Internships
- 2024.09-Now, Computational Cognition, Vision, and Learning Research Group,
, Baltimore, USA. - 2023.07-2023.09, Medical Imaging Center,
, Shenzhen, China. - 2022.07-2024.06, National Supercomputer Center in Guangzhou,
, Guangzhou, China. - 2021.01-2024.06, Health Informatics Computing Laboratory,
, Shenzhen, China.
๐ Honors and Awards
- 2024.06, Outstanding Undergraduate Thesis Award, School of Biomedical Engineering, Sun Yat-sen University.
- 2023.11, Third-class scholarship for outstanding students, Sun Yat-sen University.
- 2022.12, Second-class scholarship for outstanding students, Sun Yat-sen University.
- 2022.12, 3rd Prize, The Mathematical Modeling Competition of Guangdong-Hong Kong-Marco Greater Bay Area.
- 2022.08, 3rd Prize, National Biomedical Engineering Innovation Design Competition for College Students.
- 2021.11, Second-class scholarship for outstanding students, Sun Yat-sen University.