Yunxiang Li
Graduate Research Assistant
Dallas, Texas, United States
Summary
🤩
Rockstar🎓
Top SchoolYunxiang Li is a PhD candidate in Medical Physics at UT Southwestern Medical Center with six years of experience at the intersection of computer vision and clinical imaging. As first author on ChatDoctor, he led the first medical-domain fine-tuning of LLaMA, a project that earned 3.6k GitHub stars and 800+ citations, demonstrating both research impact and open-source reach. His research spans diffusion-based medical image translation, SAM-enhanced segmentation, and implicit neural representations for MRI super-resolution and DWI denoising and correction. He has translated algorithms into production-ready tools deployed in UTSW Radiation Oncology, showing a rare ability to move from novel methods to clinical use. A visiting scholar background and a computer science undergraduate foundation underpin his multidisciplinary approach to problems. He combines strong academic publication metrics with practical deployment experience, making him effective at bridging research and clinical application.
6 years of coding experience
Visiting Student, Visiting Student at University of AdelaideDoctor of Philosophy - PhD, BME (Medical Physics), Doctor of Philosophy - PhD, BME (Medical Physics) at UT Southwestern Medical CenterBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Hangzhou Dianzi University
Github Skills (14)
high-resolution7
deep-learning6
arxiv6
segmentation5
language-model4
semantic-segmentation4
high-resolution-net3
visual-recognition3
transformer3
face-alignment3
representation-learning3
semantic3
pytorch2
ocr2
Programming languages (1)
Github contributions (5)
Kent0n-Li/kent0n-li.github.io
Mar 2022 - Mar 2025
Contributions:73 pushes, 5 branches in 3 years
Kent0n-Li/YunxiangLi-CV
May 2021 - Feb 2022
Contributions:177 pushes, 1 branch in 9 months
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