Jaehoon Lee

According to our database, Jaehoon Lee authored at least 9 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Precursor-of-Anomaly Detection for Irregular Time Series.

Sheo Yon Jhin, Jaehoon Lee, Noseong Park

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

MadSGM: Multivariate Anomaly Detection with Score-based Generative Models.

Haksoo Lim, Sewon Park, Minjung Kim, Jaehoon Lee, Seonkyu Lim, Noseong Park

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Time Series Forecasting with Hypernetworks Generating Parameters in Advance.

Jaehoon Lee, Chan Kim, Gyumin Lee, Haksoo Lim, Jeongwhan Choi, Kookjin Lee, Dongeun Lee, Sanghyun Hong, Noseong Park

CoRR, 2022

Invertible Tabular GANs: Killing Two Birds with OneStone for Tabular Data Synthesis.

Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho

CoRR, 2022

EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting.

Sheo Yon Jhin, Jaehoon Lee, Minju Jo, Seungji Kook, Jinsung Jeon, Jihyeon Hyeong, Jayoung Kim, Noseong Park

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations.

Jaehoon Lee, Jinsung Jeon, Sheo Yon Jhin, Jihyeon Hyeong, Jayoung Kim, Minju Jo, Seungji Kook, Noseong Park

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

OCT-GAN: Neural ODE-based Conditional Tabular GANs.

Jayoung Kim, Jinsung Jeon, Jaehoon Lee, Jihyeon Hyeong, Noseong Park

Proceedings of the WWW '21: The Web Conference 2021, 2021

Scalable Graph Synthesis with Adj and 1 - Adj.

Jinsung Jeon, Jing Liu, Jayoung Kim, Jaehoon Lee, Noseong Park, Jamie Jooyeon Lee, Özlem Uzuner, Sushil Jajodia

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis.

Jaehoon Lee, Jihyeon Hyeong, Jinsung Jeon, Noseong Park, Jihoon Cho

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021