Yin Li
Associate Professor
Madison, Wisconsin, United States
Summary
👤
Senior🎓
Top SchoolYin Li is an Associate Professor of Biostatistics and Medical Informatics and Computer Sciences at the University of Wisconsin–Madison with a decade of experience in computer vision research and its applications to healthcare. She earned a Ph.D. in Computer Science from Georgia Tech (advisor James Rehg), completed a postdoc with Abhinav Gupta at CMU, and interned at Facebook AI Research with Piotr Dollár and Manohar Paluri, reflecting a strong blend of academic rigor and industry-facing research. Her work spans foundational vision and learning methods as well as translating those advances into biomedical contexts, positioning her at the intersection of technical novelty and clinical impact. Based in Madison, she combines deep expertise in video and unsupervised learning with a track record of mentoring and building cross-disciplinary research programs.
10 years of coding experience
16 years of employment as a software developer
B.S, Information and Science Computing, B.S, Information and Science Computing at Nanjing University of Posts and TelecommunicationsPh.D., Computer Science, Ph.D., Computer Science at Georgia Institute of TechnologyM.S.c, Automation, M.S.c, Automation at Shanghai Jiao Tong University
Chinese, English
Github Skills (19)
pytorch10
caffe10
python10
machine-learning10
action-localization10
deep-learning10
self-attention10
vision-transformer10
language-modeling10
computer-vision10
transformers9
matlab9
tensorflow9
neural-network9
deep-neural-networks8
Programming languages (2)
Github contributions (5)
happyharrycn/actionformer_release
Nov 2021 - Nov 2022
Code release for ActionFormer (ECCV 2022)
Contributions:49 commits, 2 PRs, 30 pushes in 1 year
vision-transformervideo-analysistransformerslanguage-modelingeccv
happyharrycn/vatic_fpv
May 2017 - Sep 2017
Contributions:2 commits, 59 pushes, 1 branch in 3 months
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