| 2025 | EMNLP | Retracing the Past: LLMs Emit Training Data When They Get Lost. | Myeongseob Ko, Nikhil Reddy Billa, Adam Nguyen, Charles Fleming, Ming Jin, Ruoxi Jia |
| 2024 | CVPR | The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes. | Myeongseob Ko, Feiyang Kang, Weiyan Shi, Ming Jin, Zhou Yu, Ruoxi Jia |
| 2023 | ICCV | Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study. | Myeongseob Ko, Ming Jin, Chenguang Wang, Ruoxi Jia |
| 2023 | ICLR | LAVA: Data Valuation without Pre-Specified Learning Algorithms. | Hoang Anh Just, Feiyang Kang, Tianhao Wang, Yi Zeng, Myeongseob Ko, Ming Jin, Ruoxi Jia |
| 2023 | RAID | 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 |
| 2018 | ICMLA | GAN-Based Super Resolution for Accurate 3D Surface Reconstruction from Light Field Skin Images Towards Haptic Palpation. | Myeongseob Ko, Donghyun Kim, Kwangtaek Kim |