Hoon Cho Lab

Publications

  • #27
  • Reconstruction of Private Genomes Through Reference-Based Genotype Imputation
  • Matthew J. Mosca and Hyunghoon Cho
  • #26
  • Assessing Transcriptomic Re-Identification Risks Using Discriminative Sequence Models
  • Shuvom Sadhuka, Daniel Fridman, Bonnie Berger*, Hyunghoon Cho*
  • Genome Research
  • 2023
  • Link
  • Also appeared in RECOMB 2023
  • #22
  • k-SALSA: k-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment
  • Minkyu Jeon, Hyeonjin Park, Hyunwoo Kim, Michael Morley, Hyunghoon Cho
  • #20
  • Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy
  • Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
  • IEEE Transactions on Information Theory
  • 2022
  • Link
  • Also appeared in ISIT 2020
  • #18
  • Bayesian Information Sharing Enhances Detection of Regulatory Associations in Rare Cell Types
  • Alexander P. Wu, Jian Peng, Bonnie Berger* and Hyunghoon Cho*
  • Bioinformatics
  • 2021
  • Link
  • Also appeared in ISMB/ECCB 2021
  • #16
  • Assessing Single-Cell Transcriptomic Variability through Density-Preserving Data Visualization
  • Ashwin Narayan, Bonnie Berger*, Hyunghoon Cho*
  • Nature Biotechnology
  • 2021
  • Link
  • #11
  • Geometric Sketching Compactly Summarizes the Single-Cell Transcriptomic Landscape
  • Brian Hie*, Hyunghoon Cho*, Benjamin DeMeo, Bryan Bryson, Bonnie Berger
  • Cell Systems
  • 2019
  • Link
  • Also appeared in RECOMB 2019
  • #10
  • Large-Margin Classification in Hyperbolic Space
  • Hyunghoon Cho, Benjamin DeMeo, Jian Peng, Bonnie Berger
  • #6
  • Compact Integration of Multi-Network Topology for Functional Analysis of Genes
  • Hyunghoon Cho, Bonnie Berger, Jian Peng
  • Cell Systems
  • 2016
  • Link
  • F1000Prime Recommended
  • #5
  • Reconstructing Causal Biological Networks through Active Learning
  • Hyunghoon Cho, Bonnie Berger, Jian Peng
  • #4
  • Exploiting Ontology Graph for Predicting Sparsely Annotated Gene Function
  • Sheng Wang*, Hyunghoon Cho*, ChengXiang Zhai, Bonnie Berger, Jian Peng
  • Bioinformatics
  • 2015
  • Link
  • Also appeared in ISMB/ECCB 2015
  • #3
  • Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks
  • Hyunghoon Cho, Bonnie Berger, and Jian Peng