Kim, Sungil

4 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

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