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)

An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models. - Jihyeon Hyeong; Jayoung Kim 002; Noseong Park; Sushil Jajodia (CIKM, 2022)

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)

SOS: Score-based Oversampling for Tabular Data. - Jayoung Kim 002; Chaejeong Lee; Yehjin Shin; Sewon Park 004; Minjung Kim; Noseong Park; Jihoon Cho (KDD, 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)

STaSy: Score-based Tabular data Synthesis. - Jayoung Kim 002; Chaejeong Lee; Noseong Park (ICLR, 2023)

CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis. - Chaejeong Lee; Jayoung Kim 002; Noseong Park (ICML, 2023)

Polynomial-based Self-Attention for Table Representation Learning. - Jayoung Kim 002; Yehjin Shin; Jeongwhan Choi 002; Hyowon Wi; Noseong Park (ICML, 2024)

Graph Convolutions Enrich the Self-Attention in Transformers! - Jeongwhan Choi 002; Hyowon Wi; Jayoung Kim 002; Yehjin Shin; Kookjin Lee; Nathaniel Trask; Noseong Park (NeurIPS, 2024)