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Sungil Kim

8 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×3CIKM ×3ICLR ×1IJCAI ×1

Frequent coauthors

YongKyung Oh
×8
Dongyoung Lim
×8
Jonghun Lee
×2
Seungsu Kam
×2
Alex A. T. Bui
×2

Papers

  1. Continuum Dropout for Neural Differential Equations
    AAAI 2026 ·
    Jonghun Lee
    ,
    YongKyung Oh
    , Sungil Kim,
    Dong-Young Lim
  2. FlowPath: Learning Data-Driven Manifolds with Invertible Flows for Robust Irregularly-sampled Time Series Classification
    AAAI 2026 ·
    YongKyung Oh
    ,
    Dong-Young Lim
    , Sungil Kim
  3. Comprehensive Review of Neural Differential Equations for Time Series Analysis
    IJCAI 2025 ·
    YongKyung Oh
    ,
    Seungsu Kam
    ,
    Jonghun Lee
    ,
    Dong-Young Lim
    , Sungil Kim,
    Alex A. T. Bui
  4. DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis
    AAAI 2025 ·
    YongKyung Oh
    ,
    Dong-Young Lim
    , Sungil Kim
  5. Modeling Irregular Astronomical Time Series with Neural Stochastic Delay Differential Equations
    CIKM 2025 ·
    Yongkyung Oh
    ,
    Seungsu Kam
    ,
    Dongyoung Lim
    , Sungil Kim
  6. Neural Differential Equations for Continuous-Time Analysis
    CIKM 2025 ·
    Yongkyung Oh
    ,
    Dongyoung Lim
    , Sungil Kim
  7. TANDEM: Temporal Attention-guided Neural Differential Equations for Missingness in Time Series Classification
    CIKM 2025 ·
    Yongkyung Oh
    ,
    Dongyoung Lim
    , Sungil Kim,
    Alex A. T. Bui
  8. Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data
    ICLR 2024 ·
    YongKyung Oh
    ,
    Dongyoung Lim
    , Sungil Kim