Junhyun Lee

Graduate Student

South Korea
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Summary

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Rockstar
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Junhyun Lee is a PhD candidate and graduate student in computer engineering at Korea University with nine years of professional experience bridging biomedical engineering and data-driven AI research. He has focused on graph neural networks and video data during a research internship at Kakao Brain and expanded his international research perspective as a visiting scholar at Carnegie Mellon University. His work combines rigorous academic training (MS&PhD integrated program, data mining) with practical experimentation in applied machine learning and graph-based modeling. Based in South Korea, Junhyun brings cross-disciplinary insight from a biomedical engineering undergraduate background to current AI research problems. Colleagues describe him as a methodical researcher who translates theoretical advances into reproducible experiments and prototype systems. He maintains an online presence at junhyunlee.com where he shares his research outputs and ongoing projects.
code9 years of coding experience
bookB.S., Biomedical engineering, B.S., Biomedical engineering at 고려대학교
bookMS&Ph.D Integration Course, Computer engineering, Data mining, 4.5, MS&Ph.D Integration Course, Computer engineering, Data mining, 4.5 at Korea University
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Github Skills (47)

geometric-deep-learning10
pytorch10
graph10
graph-neural-network10
graph-convolutional-networks10
graph-representation-learning10
robotics9
video-understanding9
alarm9
clock9
deep-learning9
computer-vision8
ava8
action-recognition8
machine-learning8

Programming languages (6)

TypeScriptSCSSJavaScriptHTMLJupyter NotebookPython

Github contributions (5)

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Contributions:15 commits, 14 pushes, 1 branch in 1 month
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
Contributions:12 commits, 3 PRs, 12 pushes in 10 months
pytorchu-netpytorch-implementation
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Junhyun Lee - Graduate Student