Jayoung Kim

19 papers A* 8A 2Journal 9
YearRankTypeTitle / Venue / Authors
2024 A* conf
Graph Convolutions Enrich the Self-Attention in Transformers!
NeurIPS
Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park
2024 A* conf
Polynomial-based Self-Attention for Table Representation Learning.
ICML
Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park
2023 A* conf
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis.
ICML
Chaejeong Lee, Jayoung Kim, Noseong Park
2023 J jnl
CoDi: Co-evolving Contrastive Diffusion Models for Mixed-type Tabular Synthesis.
CoRR
Chaejeong Lee, Jayoung Kim, Noseong Park
2023 J jnl
Graph Convolutions Enrich the Self-Attention in Transformers!
CoRR
Jeongwhan Choi, Hyowon Wi, Jayoung Kim, Yehjin Shin, Kookjin Lee, Nathaniel Trask, Noseong Park
2023 J jnl
Polynomial-based Self-Attention for Table Representation learning.
CoRR
Jayoung Kim, Yehjin Shin, Jeongwhan Choi, Hyowon Wi, Noseong Park
2023 A* conf
STaSy: Score-based Tabular data Synthesis.
ICLR
Jayoung Kim, Chaejeong Lee, Noseong Park
2022 A conf
An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models.
CIKM
Jihyeon Hyeong, Jayoung Kim, Noseong Park, Sushil Jajodia
2022 J jnl
An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models.
CoRR
Jihyeon Hyeong, Jayoung Kim, Noseong Park, Sushil Jajodia
2022 A* conf
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting.
WWW
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park
2022 J jnl
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting.
CoRR
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park
2022 A* conf
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations.
ICLR
Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Seungji Kook, Noseong Park
2022 J jnl
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations.
CoRR
Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Seungji Kook, Noseong Park
2022 A* conf
SOS: Score-based Oversampling for Tabular Data.
KDD
Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, Jihoon Cho
2022 J jnl
SOS: Score-based Oversampling for Tabular Data.
CoRR
Jayoung Kim, Chaejeong Lee, Yehjin Shin, Sewon Park, Minjung Kim, Noseong Park, Jihoon Cho
2022 J jnl
STaSy: Score-based Tabular data Synthesis.
CoRR
Jayoung Kim, Chaejeong Lee, Noseong Park
2021 A* conf
OCT-GAN: Neural ODE-based Conditional Tabular GANs.
WWW
Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
2021 J jnl
OCT-GAN: Neural ODE-based Conditional Tabular GANs.
CoRR
Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
2021 A conf
Scalable Graph Synthesis with Adj and 1 - Adj.
SDM
Jinsung Jeon, Jing Liu, Jayoung Kim, Jaehoon Lee, Noseong Park, Jamie Jooyeon Lee, Özlem Uzuner, Sushil Jajodia