Scholar
Yuyin Zhou
Google Scholar ID: eiqVLC0AAAAJ
Assistant Professor, Computer Science and Engineering, Genomics Institute, UC Santa Cruz
Citations & Impact
Citations
16,527
H-index
42
i10-index
74
Publications
20
Co-authors
186
list available
Publications
Resume (English only)
Academic Achievements
- 1. Received the Google Research Scholar Award; 2. Published multiple papers in top-tier conferences such as ICLR, CVPR, ICML, and MICCAI; 3. BioMedGPT accepted by Nature Medicine; 4. TransUNet accepted by Medical Image Analysis; 5. Organized several workshops and tutorials at international conferences, including the FOMMIA tutorial and MOVI workshop at MICCAI 2024; 6. Served as an area chair for various international conferences, including ISBI 2025, CVPR 2025, ICLR 2025, MICCAI 2024, and CHIL 2024.
Research Experience
- Currently an Assistant Professor of Computer Science and Engineering at the University of California, Santa Cruz. Formerly a Postdoctoral Fellow at Stanford University.
Education
- Ph.D. in Computer Science from Johns Hopkins University, supervised by Bloomberg Distinguished Professor Alan Yuille; Postdoctoral Fellow at Stanford University, working closely with Prof. Lei Xing and Prof. Matthew Lungren.
Background
- Assistant Professor of Computer Science and Engineering at the University of California, Santa Cruz. Research interests include: 1) creating innovative and cutting-edge medical multimodal models; 2) building real-world learning systems that ensure fair, trustworthy, and real-time feedback to clinicians, caregivers, and even patients; 3) one-shot/few-shot adaptation of open foundation models to diverse medical tasks; 4) synthetic data generation aligned with clinical knowledge.
Miscellany
- Looking for self-motivated PhD students or interns with research interests in machine learning, computer vision, and AI for healthcare. Welcome to apply.
