GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic Palpation. - Myeongseob Ko; Donghyun Kim; Kwangtaek Kim (ICMLA, 2018)

3D fall detection for single camera surveillance systems on the street. - Suneung Kim; Myeongseob Ko; Kyungchai Lee; Mingi Kim; Kwangtaek Kim (SAS, 2018)

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 (IRC, 2019)

Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. - Myeongseob Ko; Ming Jin 002; Chenguang Wang 001; Ruoxi Jia 001 (ICCV, 2023)

LAVA: Data Valuation without Pre-Specified Learning Algorithms. - Hoang Anh Just; Feiyang Kang; Tianhao Wang 013; Yi Zeng 005; Myeongseob Ko; Ming Jin 002; Ruoxi Jia 001 (ICLR, 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 008; Anoop Kumar; Ruoxi Jia 001 (RAID, 2023)

LAVA: Data Valuation without Pre-Specified Learning Algorithms. - Hoang Anh Just; Feiyang Kang; Jiachen T. Wang; Yi Zeng 005; Myeongseob Ko; Ming Jin 002; Ruoxi Jia 001 (CoRR, 2023)

The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes. - Myeongseob Ko; Feiyang Kang; Weiyan Shi; Ming Jin 002; Zhou Yu; Ruoxi Jia 001 (CVPR, 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 002; Dawn Song; Ruoxi Jia 001 (NeurIPS, 2024)

Injecting Measurement Information Yields a Fast and Noise-Robust Diffusion-Based Inverse Problem Solver. - Jonathan Patsenker; Henry Li; Myeongseob Ko; Ruoxi Jia 001; Yuval Kluger (CoRR, 2025)