Hyunghoon Cho

28 papers A* 2A 1B 7Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
ByzSFL: Achieving Byzantine-Robust Secure Federated Learning with Zero-Knowledge Proofs.
CoRR
Yongming Fan, Rui Zhu, Zihao Wang, Chenghong Wang, Haixu Tang, Ye Dong, Hyunghoon Cho, Lucila Ohno-Machado
2025 J jnl
Generating synthetic electronic health record data: a methodological scoping review with benchmarking on phenotype data and open-source software.
J. Am. Medical Informatics Assoc.
Xingran Chen, Zhenke Wu, Xu Shi, Hyunghoon Cho, Bhramar Mukherjee
2025 J jnl
Memorization in Large Language Models in Medicine: Prevalence, Characteristics, and Implications.
CoRR
Anran Li, Lingfei Qian, Mengmeng Du, Yu Yin, Yan Hu, Zihao Sun, Yihang Fu, Erica Stutz, Xuguang Ai, Qianqian Xie, Rui Zhu, Jimin Huang, Yifan Yang, Siru Liu, Yih-Chung Tham, Lucila Ohno-Machado, Hyunghoon Cho, Zhiyong Lu, Hua Xu, Qingyu Chen
2025 A* conf
Shechi: A Secure Distributed Computation Compiler Based on Multiparty Homomorphic Encryption.
USENIX Security Symposium
Haris Smajlovic, David Froelicher, Ariya Shajii, Bonnie Berger, Hyunghoon Cho, Ibrahim Numanagic
2025 B conf
TX-Phase: Secure Phasing of Private Genomes in a Trusted Execution Environment.
RECOMB
Natnatee Dokmai, Kaiyuan Zhu, S. Cenk Sahinalp, Hyunghoon Cho
2024 J jnl
Generating Synthetic Electronic Health Record (EHR) Data: A Review with Benchmarking.
CoRR
Xingran Chen, Zhenke Wu, Xu Shi, Hyunghoon Cho, Bhramar Mukherjee
2024 J jnl
Privacy of single-cell gene expression data.
Patterns
Hyunghoon Cho
2024 B conf
Secure Discovery of Genetic Relatives Across Large-Scale and Distributed Genomic Datasets.
RECOMB
Matthew M. Hong, David Froelicher, Ricky Magner, Victoria Popic, Bonnie Berger, Hyunghoon Cho
2023 A* conf
Scalable and Privacy-Preserving Federated Principal Component Analysis.
SP
David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux
2023 J jnl
Scalable and Privacy-Preserving Federated Principal Component Analysis.
CoRR
David Froelicher, Hyunghoon Cho, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux
2023 J jnl
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment.
CoRR
Minkyu Jeon, Hyeon-Jin Park, Hyunwoo J. Kim, Michael G. Morley, Hyunghoon Cho
2023 J jnl
sfkit: a web-based toolkit for secure and federated genomic analysis.
Nucleic Acids Res.
Simon Mendelsohn, David Froelicher, Denis Loginov, David Bernick, Bonnie Berger, Hyunghoon Cho
2022 J jnl
Mechanisms for Hiding Sensitive Genotypes With Information-Theoretic Privacy.
IEEE Trans. Inf. Theory
Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
2022 — conf
Sequre: a high-performance framework for rapid development of secure bioinformatics pipelines.
IPDPS Workshops
Haris Smajlovic, Ariya Shajii, Bonnie Berger, Hyunghoon Cho, Ibrahim Numanagic
2022 — conf
k-SALSA: k-Anonymous Synthetic Averaging of Retinal Images via Local Style Alignment.
ECCV (21)
Minkyu Jeon, Hyeon-Jin Park, Hyunwoo J. Kim, Michael G. Morley, Hyunghoon Cho
2021 J jnl
Bayesian information sharing enhances detection of regulatory associations in rare cell types.
Bioinform.
Alexander P. Wu, Jian Peng, Bonnie Berger, Hyunghoon Cho
2020 J jnl
Contact Tracing Mobile Apps for COVID-19: Privacy Considerations and Related Trade-offs.
CoRR
Hyunghoon Cho, Daphne Ippolito, Yun William Yu
2020 B conf
Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy.
ISIT
Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
2020 J jnl
Mechanisms for Hiding Sensitive Genotypes with Information-Theoretic Privacy.
CoRR
Fangwei Ye, Hyunghoon Cho, Salim El Rouayheb
2020 B conf
Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs.
RECOMB
Hyunghoon Cho, Sean Simmons, Ryan Kim, Bonnie Berger
2019 — —
Biomedical data sharing and analysis at scale: privacy, compaction, and integration.
Hyunghoon Cho
2019 B conf
Geometric Sketching of Single-Cell Data Preserves Transcriptional Structure.
RECOMB
Brian Hie, Hyunghoon Cho, Benjamin Demeo, Bryan Bryson, Bonnie Berger
2019 A conf
Large-Margin Classification in Hyperbolic Space.
AISTATS
Hyunghoon Cho, Benjamin Demeo, Jian Peng, Bonnie Berger
2018 B conf
Generalizable Visualization of Mega-Scale Single-Cell Data.
RECOMB
Hyunghoon Cho, Bonnie Berger, Jian Peng
2018 J jnl
Large-Margin Classification in Hyperbolic Space.
CoRR
Hyunghoon Cho, Benjamin Demeo, Jian Peng, Bonnie Berger
2015 B conf
Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks.
RECOMB
Hyunghoon Cho, Bonnie Berger, Jian Peng
2015 J jnl
Diffusion Component Analysis: Unraveling Functional Topology in Biological Networks.
CoRR
Hyunghoon Cho, Bonnie Berger, Jian Peng
2015 J jnl
Exploiting ontology graph for predicting sparsely annotated gene function.
Bioinform.
Sheng Wang, Hyunghoon Cho, ChengXiang Zhai, Bonnie Berger, Jian Peng