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스크린샷 2020-08-03 오후 2.43.41

Junghye Lee, Ph.D

Assistant Professor 

Review Editor, Frontiers in Medicine (Translational Medicine section)

Ulsan National Institute of Science and Technology (UNIST)
junghyelee@unist.ac.kr / 052-217-3129
Bldg. 112, 301-12

Lecture: Data Mining (IE303), Pattern Recognition and Machine Learning (IE503), Machine Learning Fundamentals (AI520)

Academic Positions

Assistant Professor, Department of Industrial Engineering & Graduate School of Artificial Intelligence, Info-Bio Convergence Engineering College, UNIST, Korea, 2018-
Postdoc., Biomedical Informatics, School of Medicine, University of California San Diego (UCSD), USA, 2017
Postdoc., Medical Informatics, College of Medicine, The Catholic University of Korea, Korea, 2017
Researcher, School of Urban and Environmental Engineering, UNIST, Korea, 2017
Visiting Scholar, Biomedical Informatics, School of Medicine, UCSD, USA, 2016


Ph.D., Probability and Statistical Analysis Laboratory, Pohang University of Science and Technology (POSTECH), Korea, 2012-2017
B.S., Industrial and Management Engineering, POSTECH, Korea, 2008-2012

Research Interests

Federated Learning, Distributed Learning, Secure and Privacy-Preserving Machine Learning, Data Mining in Healthcare, Chemometrics, Machine Learning, Probabilistic Graphical Models