Hyunghoon Cho

According to our database, Hyunghoon Cho authored at least 16 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Privacy of single-cell gene expression data.

Hyunghoon Cho

Patterns, 2024

Secure Discovery of Genetic Relatives Across Large-Scale and Distributed Genomic Datasets.

Matthew M. Hong, David Froelicher, Ricky Magner, Victoria Popic, Bonnie Berger, Hyunghoon Cho

Proceedings of the Research in Computational Molecular Biology, 2024

2023

sfkit: a web-based toolkit for secure and federated genomic analysis.

Simon Mendelsohn, David Froelicher, Denis Loginov, David Bernick, Bonnie Berger, Hyunghoon Cho

Nucleic Acids Res., July, 2023

Scalable and Privacy-Preserving Federated Principal Component Analysis.

David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

2022

Mechanisms for Hiding Sensitive Genotypes With Information-Theoretic Privacy.

Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb

IEEE Trans. Inf. Theory, 2022

Sequre: a high-performance framework for rapid development of secure bioinformatics pipelines.

Haris Smajlovic, Ariya Shajii, Bonnie Berger, Hyunghoon Cho, Ibrahim Numanagic

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

k-SALSA: k-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment.

Minkyu Jeon, Hyeon-Jin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Bayesian information sharing enhances detection of regulatory associations in rare cell types.

Alexander P. Wu, Jian Peng, Bonnie Berger, Hyunghoon Cho

Bioinform., 2021

2020

Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs.

Hyunghoon Cho, Daphne Ippolito, Yun William Yu

CoRR, 2020

Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs.

Hyunghoon Cho, Sean Simmons, Ryan Kim, Bonnie Berger

Proceedings of the Research in Computational Molecular Biology, 2020

2019

Biomedical data sharing and analysis at scale: privacy, compaction, and integration.

Hyunghoon Cho

PhD thesis, 2019

Geometric Sketching of Single-Cell Data Preserves Transcriptional Structure.

Brian Hie, Hyunghoon Cho, Benjamin Demeo, Bryan Bryson, Bonnie Berger

Proceedings of the Research in Computational Molecular Biology, 2019

Large-Margin Classification in Hyperbolic Space.

Hyunghoon Cho, Benjamin Demeo, Jian Peng, Bonnie Berger

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Generalizable Visualization of Mega-Scale Single-Cell Data.

Hyunghoon Cho, Bonnie Berger, Jian Peng

Proceedings of the Research in Computational Molecular Biology, 2018

2015

Exploiting ontology graph for predicting sparsely annotated gene function.

Sheng Wang, Hyunghoon Cho, ChengXiang Zhai, Bonnie Berger, Jian Peng

Bioinform., 2015

Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks.

Hyunghoon Cho, Bonnie Berger, Jian Peng

Proceedings of the Research in Computational Molecular Biology, 2015