Jihyeon Hyeong

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 10

Top Topics

Numerical Solution

Dynamical Systems

Top Venues

Publications

Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho
Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis. 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, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
OCT-GAN: Neural ODE-based Conditional Tabular GANs. CoRR (2021)
Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis. NeurIPS (2021)
Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
OCT-GAN: Neural ODE-based Conditional Tabular GANs. WWW (2021)