Myeongseob Ko

According to our database, Myeongseob Ko authored at least 15 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Characterizing Model-Native Skills.

Feiyang Kang, Mahavir Dabas, Myeongseob Ko, Ruoxi Jia

CoRR, April, 2026

From Weak Cues to Real Identities: Evaluating Inference-Driven De-Anonymization in LLM Agents.

Myeongseob Ko, Jihyun Jeong, Sumiran Singh Thakur, Gyuhak Kim, Ruoxi Jia

CoRR, March, 2026

2025

Probing Knowledge Holes in Unlearned LLMs.

Myeongseob Ko, Hoang Anh Just, Charles Fleming, Ming Jin, Ruoxi Jia

CoRR, November, 2025

Distilling Reasoning into Student LLMs: Local Naturalness for Selecting Teacher Data.

Hoang Anh Just, Myeongseob Ko, Ruoxi Jia

CoRR, October, 2025

Injecting Measurement Information Yields a Fast and Noise-Robust Diffusion-Based Inverse Problem Solver.

Jonathan Patsenker, Henry Li, Myeongseob Ko, Ruoxi Jia, Yuval Kluger

CoRR, August, 2025

Retracing the Past: LLMs Emit Training Data When They Get Lost.

Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen, Charles Fleming, Ming Jin, Ruoxi Jia

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes.

Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

LAVA: Data Valuation without Pre-Specified Learning Algorithms.

Hoang Anh Just, Feiyang Kang, Jiachen T. Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia

CoRR, 2023

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

Proceedings of the 26th International Symposium on Research in Attacks, 2023

LAVA: Data Valuation without Pre-Specified Learning Algorithms.

Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study.

Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2019

Illumination Invariant Skin Texture Generation Using CGAN from a Single Image for Haptic Augmented Palpation.

Donghyun Kim, Suneung Kim, Mingi Kim, Myeongseob Ko, Kwangtaek Kim

Proceedings of the 3rd IEEE International Conference on Robotic Computing, 2019

2018

3D fall detection for single camera surveillance systems on the street.

Suneung Kim, Myeongseob Ko, Kyungchai Lee, Mingi Kim, Kwangtaek Kim

Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic Palpation.

Myeongseob Ko, Donghyun Kim, Kwangtaek Kim

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018