Publication
EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting [arxiv][pdf]
Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim and Noseong Park
2022, World Wide Web Conference(WWW)
LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations [openreview][arxiv][github]
Jaehoon Lee, Jinsung Jeon, Sheo yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Kook Seungji, Noseong Park
2022, International Conference on Learning Representations(ICLR)
A high average review score of 7.5, ranked 116/3328
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis [openreview][arxiv][neurips proceedings][github]
Jaehoon Lee*, Jihyeon Hyeong*, Jinsung Jeon, Noseong Park, Jihoon Cho
2021, Advances in Neural Information Processing Systems(NeurIPS)
Supported by Samsung SDS
OCT-GAN: Neural ODE-based Conditional Tabular GANs [arxiv]
Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park
2021, World Wide Web Conference(WWW)
Scalable Graph Synthesis with Adj and 1 — Adj [pdf]
Jinsung Jeon, Jing Liu, Jayoung Kim, Jaehoon Lee, Noseong Park, Jamie Jooyeon Lee, Ozlem Uzuner, and Sushil Jajodia
2021, SIAM International Conference on Data Mining (SDM)