PhD: Computer Science, Rutgers University (1994)
MS: Computer Science, University of Minnesota, Minneapolis (1989)
MS: Computer Science, KAIST (1985)
BS: Major in Geology /Minor in Computer Science, Seoul National University, Seoul, Korea (1983)

Bioinformatics, Machine learning, Big data

A New Approach to Deriving Prognostic Gene Pairs from Cancer Patient-specific Gene Correlation Networks, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2021 (DOI: 10.1109/TCBB.2020.3017209).
Constructive Prediction of Potential RNA Aptamers for a Protein Target, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020 (DOI: 10.1109/TCBB.2019.2951114).
Constructing cancer patient-specific and group-specific gene networks with multi-omics data, BMC Medical Genomics, 13, 31, 2020 (DOI: 10.1186/s12920-020-00736-7).
Discovering protein-binding RNA motifs with a generative model of RNA sequences, Computational Biology and Chemistry, 2020 (DOI: 10.1016/j.compbiolchem.2019.107171).
Finding prognostic gene pairs for cancer from patient-specific gene networks, BMC Medical Genomics, 12, 2019 (DOI: 10.1186/s12920-019-0634-0).
Integration of Multi-Omics Data for Gene Regulatory Network Inference and Application to Breast Cancer, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019 (DOI: DOI: 10.1109/TCBB.2018.2866836)
A generative model for constructing nucleic acid sequences binding to a protein, BMC Genomics, 20, 2019 (DOI: 10.1186/s12864-019-6299-4).