Sheo Yon Jhin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Numerical Solution

General Loss Functions

Brownian Motion

Top Venues

Publications

Sheo Yon Jhin, Heejoo Shin, Sujie Kim, Seoyoung Hong, Minju Jo, Solhee Park, Noseong Park, Seungbeom Lee, Hwiyoung Maeng, Seungmin Jeon
Attentive neural controlled differential equations for time-series classification and forecasting. Knowl. Inf. Syst. 66 (3) (2024)
Sheo Yon Jhin, Seojin Kim, Noseong Park
Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization. KDD (2024)
Sheo Yon Jhin, Seojin Kim, Noseong Park
Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization. CoRR (2024)
Sheo Yon Jhin, Minju Jo, Seungji Kook, Noseong Park, Sungpil Woo, Sunhwan Lim
Learnable Path in Neural Controlled Differential Equations. CoRR (2023)
Sheo Yon Jhin, Minju Jo, Seungji Kook, Noseong Park
Learnable Path in Neural Controlled Differential Equations. AAAI (2023)
Sheo Yon Jhin, Jaehoon Lee, Noseong Park
Precursor-of-Anomaly Detection for Irregular Time Series. KDD (2023)
Sheo Yon Jhin, Jaehoon Lee, Noseong Park
Precursor-of-Anomaly Detection for Irregular Time Series. CoRR (2023)
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)
Sheo Yon Jhin, Minju Jo, Taeyong Kong, Jinsung Jeon, Noseong Park
ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations. CoRR (2021)
Sheo Yon Jhin, Minju Jo, Taeyong Kong, Jinsung Jeon, Noseong Park
ACE-NODE: Attentive Co-Evolving Neural Ordinary Differential Equations. KDD (2021)
Sheo Yon Jhin, Heejoo Shin, Seoyoung Hong, Minju Jo, Solhee Park, Noseong Park, Seungbeom Lee, Hwiyoung Maeng, Seungmin Jeon
Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting. ICDM (2021)
Jungeun Kim, Kookjin Lee, Dongeun Lee, Sheo Yon Jhin, Noseong Park
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation. AAAI (2021)
Sheo Yon Jhin, Heejoo Shin, Seoyoung Hong, Solhee Park, Noseong Park
Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting. CoRR (2021)