Jihyeon Hyeong

OCT-GAN: Neural ODE-based Conditional Tabular GANs

Jayoung Kim, Jinsung Jeon, Jae Hoon Lee et al. · 2021 · 26 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting

Sheo Yon Jhin, Jaehoon Lee, Minju Jo et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 19 citations

Artificial Intelligence, Forecasting Methodology, Engineering +19

An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models

Jihyeon Hyeong, Jayoung Kim, Noseong Park et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 12 citations

Artificial Intelligence, Privacy Protection, Engineering +28

Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis

Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon et al. · arXiv (Cornell University) · 2022 · 10 citations · Full text