Il Chun
Assistant Professor Of EEE & AI at Sungkyunkwan University
Gyeonggi, South Korea
Summary
👤
Senior🎓
Top SchoolIl Chun is an Assistant Professor of EEE & AI with 11 years of experience bridging machine learning, optimization, and computational imaging across academia and research labs. He develops theory-driven iterative neural networks and block-optimization methods for extreme and computational imaging, with applied work in MRI, CT, light-field photography, and multimodal registration. His career spans faculty roles at Sungkyunkwan University and University of Hawaii and research fellowships at Michigan and Purdue under prominent advisors, reflecting a strong blend of theoretical and applied expertise. He teaches image processing, computer vision, and optimization, and maintains a publication portfolio and personal website that detail his contributions to sampling, imaging, and algorithmic regularization. An often-overlooked strength is his cross-disciplinary fluency—combining signal processing, mathematical compressed-sensing theory, and practical deep-learning architectures to tackle ill-posed imaging problems.
11 years of coding experience
8 years of employment as a software developer
Bachelor's Degree, Electrical Engineering, Bachelor's Degree, Electrical Engineering at Korea UniversityPh.D., Electrical and Computer Engineering, Ph.D., Electrical and Computer Engineering at Purdue UniversityThe University of Hong Kong (HKU)
English, Korean
Github Skills (8)
matlab8
toolbox8
operator6
machine-learning5
python4
react3
nextjs3
typescript2
Programming languages (2)
Github contributions (3)
mechatoz/mechatoz.github.io
Jan 2015 - Nov 2024
Contributions:3 PRs, 464 pushes in 9 years 11 months
reactnextjstypescript
mechatoz/convolt
Aug 2019 - Oct 2020
CONVOLT: CONVolutional Operator Learning Toolbox (for Matlab)
Contributions:3 reviews, 14 commits, 2 PRs in 1 year 2 months
matlabtoolboxconvolutionalmachine-learningoperator
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