Dong-wan Choi
Associate Professor
Incheon, South Korea
Summary
👤
Senior🎓
Top SchoolDong-wan Choi is an Associate Professor of Computer Engineering at Inha University with a decade of academic and research experience spanning neural network compression, continual deep learning, and federated learning. His career bridges rigorous data-management and data-mining foundations—developed during postdoctoral and research roles at KAIST, Simon Fraser University, and Imperial College London—with applied ML research that targets resource-efficient and privacy-aware models. He has led scalable spatio-textual and semantic trajectory mining projects and contributed to optimizing urban road capacity through interdisciplinary IoT work at Imperial. Based in Incheon, he maintains an active scholarly presence (Google Scholar) and shares research updates via a personal site and Twitter, signaling a commitment to both academic impact and public engagement. Notably, his background includes early hands-on software development for enterprise systems, giving him practical systems-building perspective alongside theoretical expertise.
10 years of coding experience
7 years of employment as a software developer
Bachelor of Science (BS), Computer Engineering, Bachelor of Science (BS), Computer Engineering at Inha UniversityDoctor of Philosophy (Ph.D.), Computer Science, Doctor of Philosophy (Ph.D.), Computer Science at Korea Advanced Institute of Science and Technology
Korean, English
Github Skills (8)
information-theory5
convolutional-neural-networks4
meta-learning4
deep-learning3
transfer-learning3
machine-learning3
philosophy3
incremental-learning2
Programming languages (1)
Github contributions (5)
dchoi-inha/MinSK-Cover
Aug 2015 - Sep 2015
Contributions:10 commits, 2 PRs, 52 pushes in 11 days
dchoi-inha/RegMiner
Dec 2016 - Dec 2020
Contributions:7 commits, 27 pushes, 1 branch in 4 years
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