Hyunghoon Cho

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Venues

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Matthew M. Hong, David Froelicher, Ricky Magner, Victoria Popic, Bonnie Berger, Hyunghoon Cho
Secure Discovery of Genetic Relatives Across Large-Scale and Distributed Genomic Datasets. RECOMB (2024)
Minkyu Jeon, Hyeon-Jin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment. CoRR (2023)
David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux
Scalable and Privacy-Preserving Federated Principal Component Analysis. SP (2023)
Simon Mendelsohn, David Froelicher, Denis Loginov, David Bernick, Bonnie Berger, Hyunghoon Cho
sfkit: a web-based toolkit for secure and federated genomic analysis. Nucleic Acids Res. 51 (W1) (2023)
David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux
Scalable and Privacy-Preserving Federated Principal Component Analysis. CoRR (2023)
Minkyu Jeon, Hyeon-Jin Park, Hyunwoo J. Kim, Michael Morley, Hyunghoon Cho
k-SALSA: k-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment. ECCV (21) (2022)
Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
Mechanisms for Hiding Sensitive Genotypes With Information-Theoretic Privacy. IEEE Trans. Inf. Theory 68 (6) (2022)
Haris Smajlovic, Ariya Shajii, Bonnie Berger, Hyunghoon Cho, Ibrahim Numanagic
Sequre: a high-performance framework for rapid development of secure bioinformatics pipelines. IPDPS Workshops (2022)
Alexander P. Wu, Jian Peng, Bonnie Berger, Hyunghoon Cho
Bayesian information sharing enhances detection of regulatory associations in rare cell types. Bioinform. 37 (Supplement) (2021)
Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy. ISIT (2020)
Hyunghoon Cho, Sean Simmons, Ryan Kim, Bonnie Berger
Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs. RECOMB (2020)
Hyunghoon Cho, Daphne Ippolito, Yun William Yu
Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs. CoRR (2020)
Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy. CoRR (2020)
Brian Hie, Hyunghoon Cho, Benjamin Demeo, Bryan Bryson, Bonnie Berger
Geometric Sketching of Single-Cell Data Preserves Transcriptional Structure. RECOMB (2019)
Hyunghoon Cho, Benjamin Demeo, Jian Peng, Bonnie Berger
Large-Margin Classification in Hyperbolic Space. AISTATS (2019)
Hyunghoon Cho, Bonnie Berger, Jian Peng
Generalizable Visualization of Mega-Scale Single-Cell Data. RECOMB (2018)
Hyunghoon Cho, Benjamin Demeo, Jian Peng, Bonnie Berger
Large-Margin Classification in Hyperbolic Space. CoRR (2018)
Hyunghoon Cho, Bonnie Berger, Jian Peng
Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks. RECOMB (2015)
Hyunghoon Cho, Bonnie Berger, Jian Peng
Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks. CoRR (2015)
Sheng Wang, Hyunghoon Cho, ChengXiang Zhai, Bonnie Berger, Jian Peng
Exploiting ontology graph for predicting sparsely annotated gene function. Bioinform. 31 (12) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hyunghoon Cho