Joonhyuk Ko

222 Rice Hall
85 Engineer's Way
Charlottesville, VA 22903
Hi, I’m Joon. I’m a third year student at the University of Virginia, pursuing a double major in Computer Science and Mathematics. I’m a member of RAISE group at UVA, led by Prof. Ferdinando Fioretto. For Summer 2025, I’m working as a research intern at Carnegie Mellon University’s School of Computer Science, advised by Prof. Steven Wu.
My research focuses on algorithmic fairness and differential privacy, particularly how privacy noise impacts decision-making tasks. I’m also interested in reconstruction attacks and their practical implications for data privacy. Fun fact: my Erdős number is 3.
I’m applying to Ph.D. programs in Computer Science and Operations Research in Fall 2025.
news
May 18, 2025 | New preprint: “Optimal Allocation of Privacy Budget on Hierarchical Data Release”. See publications for details! |
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Apr 30, 2025 | I received the Louis T. Rader Undergraduate Research Award at UVA! |
Feb 26, 2025 | I will be giving a talk at the TOC4Fairness Seminar on 3/5 about my work in fair survey design! |
Jan 10, 2025 | My paper Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes is selected for an oral presentation at AAAI-25! |
Dec 18, 2024 | I received an honorable mention for the 2025 CRA Outstanding Undergraduate Researcher Award! |
latest posts
May 08, 2025 | Notes on Semidirect Products |
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May 23, 2024 | Is every function integrable? |