About Me
My name is JunYong Jeong and I am a post-doc researcher at The School of Biomedical informatics in The University of Texas Health Science Center at Houston.
Research Interest
Multi-task Learning; Intepretabile Machine Learning
Publications
- Jun-Yong Jeong, Ju-Seok Kang, and Chi-Hyuck Jun. “Regularization-based model tree for multi-output regression”, Information Science, 2019.
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Jun-Yong Jeong, and Chi-Hyuck Jun. “Variable selection and task grouping for multi-task learning.” In Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD’18), pp. 1589-1598. ACM, 2018. Code (https://github.com/JunYongJeong/VSTG-MTL)
- Jun-Yong Jeong, Jun-Seong Kim, and Chi-Hyuck Jun. “Effect of dimension reduction on prediction performance of multivariate nonlinear time series.” Industrial Engineering & Management Systems 14, no. 3 (2015): 312-317.
Carrer
2020 Aug ~ Present: Post-doc researcher, The School of Biomedical informatics, The University of Texas Health Science Center at Houston.
2020 Feb ~ 2020 Aug: Post-doc researcher, Industrial and Management Engineering, POSTECH, Rep of Korea
Education
2014 Feb ~ 2020 Feb: Ph.D., Industrial and Management Engineering, POSTECH, Rep of Korea
2009 Feb ~ 2014 Feb: B.S., Industrial Engineering (Minor at Mathematics), Hanyang University, Rep of Korea,