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)

An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention. - Yehjin Shin; Jeongwhan Choi 002; Hyowon Wi; Noseong Park (AAAI, 2024)

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)

Continuous-time Autoencoders for Regular and Irregular Time Series Imputation. - Hyowon Wi; Yehjin Shin; Noseong Park (WSDM, 2024)