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Oh, YongKyung
6 publications
IJCAI
2025
Comprehensive Review of Neural Differential Equations for Time Series Analysis
YongKyung Oh
,
Seungsu Kam
,
Jonghun Lee
,
Dong-Young Lim
,
Sungil Kim
,
Alex A. T. Bui
AAAI
2025
DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis
YongKyung Oh
,
Dong-Young Lim
,
Sungil Kim
CHIL
2025
Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series Analysis
YongKyung Oh
,
Alex Bui
ICLRW
2024
Neural Langevin-Type Stochastic Differential Equations for Astronomical Time Series Classification Under Irregular Observations
YongKyung Oh
,
Seungsu Kam
,
Dongyoung Lim
,
Sungil Kim
ICLR
2024
Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
YongKyung Oh
,
Dongyoung Lim
,
Sungil Kim
IJCAI
2022
Multivariate Times Series Classification Using Multichannel CNN
YongKyung Oh