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- #31
- Learning-Augmented Sketching Offers Improved Performance for Privacy Preserving and Secure GWAS
- Junyan Xu, Kaiyuan Zhu, Jieling Cai, Can Kockan, Natnatee Dokmai, Hyunghoon Cho, David P. Woodruff, S. Cenk Sahinalp
- iScience
- 2025
- Link
- #28
- Secure Discovery of Genetic Relatives across Large-Scale and Distributed Genomic Datasets
- Matthew Man-Hou Hong, David Froelicher, Ricky Magner, Victoria Popic*, Bonnie Berger*, Hyunghoon Cho*
- Genome Research
- 2024
- Link
- Best Student Paper Award at RECOMB 2024
- #24
- Scalable and Privacy-Preserving Federated Principal Component Analysis
- David Froelicher*, Hyunghoon Cho*, Manaswitha Edupalli, Joao Sa Sousa, Jean-Philippe Bossuat, Apostolos Pyrgelis, Juan Troncoso-Pastoriza, Bonnie Berger, Jean-Pierre Hubaux
- IEEE Symposium on Security and Privacy (S&P)
- 2023
- 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
- #8
- Generalizable and Scalable Visualization of Single Cell Data Using Neural Networks
- Hyunghoon Cho, Bonnie Berger, Jian Peng
- Cell Systems
- 2018
- Link
- Also appeared in RECOMB 2018
- #6
- Compact Integration of Multi-Network Topology for Functional Analysis of Genes
- Hyunghoon Cho, Bonnie Berger, Jian Peng
- Cell Systems
- 2016
- Link
- F1000Prime Recommended