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BMC Bioinformatics|November 14, 2023
Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing dataGwangwoo Kim, Hyonho ChunJournal of the Royal Statistical Society. Series B, Statistical Methodology|January 29, 2010
Sparse partial least squares regression for simultaneous dimension reduction and variable selectionHyonho Chun, Sündüz KeleşGenetics|March 10, 2009
Expression quantitative trait loci mapping with multivariate sparse partial least squares regressionHyonho Chun, Sündüz KelesJournal of the American Statistical Association|September 25, 2015
On an Additive Semigraphoid Model for Statistical Networks With Application to Pathway AnalysisBing Li, Hyonho Chun, Hongyu ZhaoJournal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America|February 10, 2016
Gene regulation network inference with joint sparse Gaussian graphical modelsHyonho Chun, Xianghua Zhang, Hongyu ZhaoNanoscale|February 22, 2020
Spatially controlled lateral heterostructures of graphene and transition metal dichalcogenides toward atomically thin and multi-functional electronicsGwangwoo Kim, Hyeon Suk ShinIEEE/ACM Transactions on Computational Biology and Bioinformatics|May 5, 2022
Deep Nonnegative Matrix Factorization Using a Variational Autoencoder With Application to Single-Cell RNA Sequencing DataDong Jun Jee, Yixin Kong, Hyonho ChunPacific Symposium on Biocomputing. Pacific Symposium on Biocomputing|January 31, 2008
CMARRT: a tool for the analysis of ChIP-chip data from tiling arrays by incorporating the correlation structurePei Fen Kuan, Hyonho Chun, Sündüz KeleşFrontiers in Genetics|January 2, 2014
Joint conditional Gaussian graphical models with multiple sources of genomic dataHyonho Chun, Min Chen, Bing Li, et al.Genetic Epidemiology|June 17, 2011
Identification of association between disease and multiple markers via sparse partial least-squares regressionHyonho Chun, David H Ballard, Judy Cho, et al.Pageof 6