Myeongseob Ko

PhD student, Virginia Polytechnic Institute and State University

Joined

May 2022

Names

Myeongseob Ko (Preferred)

Emails

****@vt.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

Virginia Polytechnic Institute and State University (vt.edu)

2021 – Present

MS student

Korea University (korea.ac.kr)

2016 – 2018

Undergrad student

Korea University (korea.ac.kr)

2009 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Ruoxi Jia

2021 – 2025

Expertise

Machine Unlearning

2024 – 2025

Privacy

2021 – 2025

Machine Learning

2021 – 2025

Publications

Injecting Measurement Information Yields a Fast and Noise-Robust Diffusion-Based Inverse Problem Solver
Jonathan Patsenker, Henry Li, Myeongseob Ko, Ruoxi Jia, Yuval Kluger
- AISTATS 2026 Poster
- Readers: Everyone
Distilling Reasoning into Student LLMs: Local Naturalness for Selecting Teacher Data
Hoang Anh Just, Myeongseob Ko, Ruoxi Jia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Probing Hidden Knowledge Holes in Unlearned LLMs
Myeongseob Ko, Hoang Anh Just, Charles Fleming, Ming Jin, Ruoxi Jia
- NeurIPS 2025 poster
- Readers: Everyone
Fast and Noise-Robust Diffusion Solvers for Inverse Problems: A Frequentist Approach
Henry Li, Jonathan Patsenker, Myeongseob Ko, Ruoxi Jia, Yuval Kluger
- Submitted to ICLR 2025
- Readers: Everyone
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
Myeongseob Ko, Henry Li, Zhun Wang, Jonathan Patsenker, Jiachen T. Wang, Qinbin Li, Ming Jin, Dawn Song, Ruoxi Jia
- NeurIPS 2024 poster
- Readers: Everyone
The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes
Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia
- CoRR 2024
- Readers: Everyone
Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study
Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia
- ICCV 2023
- Readers: Everyone
LAVA: Data Valuation without Pre-Specified Learning Algorithms
Hoang Anh Just, Feiyang Kang, Jiachen T. Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- CoRR 2023
- Readers: Everyone
LAVA: Data Valuation without Pre-Specified Learning Algorithms
Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- ICLR 2023
- Readers: Everyone
PrivMon: A Stream-Based System for Real-Time Privacy Attack Detection for Machine Learning Models
Myeongseob Ko, Xinyu Yang, Zhengjie Ji, Hoang Anh Just, Peng Gao, Anoop Kumar, Ruoxi Jia
- Published: 01 Jan 2023, Last Modified: 18 Nov 2023
- RAID 2023
- Readers: Everyone

View all 15 publications

Co-Authors

View all 26 co-authors