Jayoung Kim

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 17

Top Topics

Differential Equations

Dynamical Systems

Numerical Methods

Top Venues

Publications

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