Professor

Hyuk-Yoon Kwon

Seoul National University of Science and Technology, 232 Gongneung-Ro, Nowon-Gu, Seoul, 01811, Republic of Korea

Office: 614 Frontier Hall, Seoul National University of Science and Technology

Lab: 712 Mugung Hall, Seoul National University of Science and Technology

Phone: +82-2-970-7280

E-mail: hyukyoon.kwon [at] seoultech [dot] ac [dot] kr

Hyuk-Yoon Kwon is an Associate Professor in the ITM Division, Department of Industrial Engineering and the Graduate School of Data Science at Seoul National University of Science and Technology (SeoulTech), where he has been since 2018. Prior to that, he was a researcher at the Ministry of National Defense (2014–2018) and a postdoctoral researcher at KAIST (2013–2014). He earned his Ph.D. in Computer Science from KAIST in 2013.
Dr. Kwon has held positions as a visiting scholar at the Georgia Institute of Technology (2024–2025) and as a research intern at Microsoft Research Asia (2011–2012). His research interests include data-driven AI, federated and distributed learning, databases, and fair data scraping and analysis.
He has authored over 40 papers in SCI(E)-indexed journals (including IEEE TKDE and IEEE TII) and 18 papers in international conferences (including SIGMOD, NeurIPS, ICDE, AAAI, ICDM, and BIGDATA). He currently serves as an editor for Scientific Reports starting in 2025. He has also served as a program committee member in conferences such as NeurIPS, KDD, WEB, AAAI, ICDE, and CIKM.

Associate Professor, Dept. of Industrial Engineering, Seoul National University of Science and Technology, 2022-Present
Adjunct Professor, Graduate School of Data Science, Seoul National University of Science and Technology, 2020-Present
Assistant Professor, Dept. of Industrial Engineering, Seoul National University of Science and Technology, 2018-2022
Visiting Scholar, Georgia Institute of Technology, 2024.2 ~ 2025.2
사외이사, 재단법인 미래기술연구소, 2020 - 2024
Researcher, Ministry of National Defense, 2014–2018
Postdoctoral Researcher, Advanced Information Technology Research Center, KAIST, 2013–2014
Research Intern, Web Search and Data Mining Group, Microsoft Research in Asia (Beijing) (Advisor: Dr. Haixun Wang), 2011–2012
Ph.D., Department of Computer Science, KAIST (Advisor: Kyu-Young Whang), 2013

Editor, Scientific Reports, Nature, 2025 ~ Present.
편집위원, 한국정보과학회지, 2021년 1월 ~ 2022년 12월.
Guest editor, Special Issue "Machine Learning and Data Mining for Time Series and Model Adaptation," Mathematics, Dec. 2024 ~ Sept. 2025.
Guest editor, Special Issue "Big Data Management and Analysis with Distributed or Cloud Computing," Applied Sciences, Nov. 2020 ~ Oct. 2022.

IEEE Transactions on Industrial Informatics, IEEE Transactions on Cloud Computing, VLDB Journal, Information Fusion, Artificial Intelligence Review, Scientific Report, The Journal of Supercomputing, IEEE Access, Plos One, Data Technologies and Applications, Journal of Integrative Neuroscience, Journal of KIISE Database Society of Korea: Database Research

Google Sites

Report abuse