Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis. - Jaehoon Lee 002; Jihyeon Hyeong; Jinsung Jeon; Noseong Park; Jihoon Cho (NeurIPS, 2021)

Scalable Graph Synthesis with Adj and 1 - Adj. - Jinsung Jeon; Jing Liu 024; Jayoung Kim 002; Jaehoon Lee 002; Noseong Park; Jamie Jooyeon Lee; Özlem Uzuner; Sushil Jajodia (SDM, 2021)

OCT-GAN: Neural ODE-based Conditional Tabular GANs. - Jayoung Kim 002; Jinsung Jeon; Jaehoon Lee 002; Jihyeon Hyeong; Noseong Park (WWW, 2021)

LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations. - Jaehoon Lee 002; Jinsung Jeon; Sheo Yon Jhin; Jihyeon Hyeong; Jayoung Kim 002; Minju Jo; Seungji Kook; Noseong Park (ICLR, 2022)

EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting. - Sheo Yon Jhin; Jaehoon Lee 002; Minju Jo; Seungji Kook; Jinsung Jeon; Jihyeon Hyeong; Jayoung Kim 002; Noseong Park (WWW, 2022)

Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis. - Jaehoon Lee 002; Jihyeon Hyeong; Jinsung Jeon; Noseong Park; Jihoon Cho (CoRR, 2022)

Time Series Forecasting with Hypernetworks Generating Parameters in Advance. - Jaehoon Lee 002; Chan Kim; Gyumin Lee; Haksoo Lim; Jeongwhan Choi 002; Kookjin Lee; Dongeun Lee 001; Sanghyun Hong 001; Noseong Park (CoRR, 2022)

MadSGM: Multivariate Anomaly Detection with Score-based Generative Models. - Haksoo Lim; Sewon Park 004; Minjung Kim; Jaehoon Lee 002; Seonkyu Lim; Noseong Park (CIKM, 2023)

Precursor-of-Anomaly Detection for Irregular Time Series. - Sheo Yon Jhin; Jaehoon Lee 002; Noseong Park (KDD, 2023)

FrAug: Enhanced Fraud Detection in Interbank Transfers via Augmented Account Features. - Seonkyu Lim; Jeongwhan Choi 002; Jaehoon Lee 002; Noseong Park (BigComp, 2025)