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HyunGi Kim

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

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Venues

AAAI ×2ICML ×1NeurIPS ×1

Frequent coauthors

Sungroh Yoon
×4
Jisoo Mok
×3
Dongjun Lee
×2
Hyungyu Lee
×1
Juhyeon Shin
×1
Siwon Kim
×1
Jaihyun Lew
×1
Sungjae Kim
×1
Bong Gyun Kang
×1
Dohyun Chung
×1

Papers

  1. CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift
    AAAI 2026 · HyunGi Kim,
    Jisoo Mok
    ,
    Hyungyu Lee
    ,
    Juhyeon Shin
    ,
    Sungroh Yoon
  2. Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
    AAAI 2025 · HyunGi Kim,
    Siwon Kim
    ,
    Jisoo Mok
    ,
    Sungroh Yoon
  3. Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
    ICML 2025 · HyunGi Kim,
    Jisoo Mok
    ,
    Dongjun Lee
    ,
    Jaihyun Lew
    ,
    Sungjae Kim
    ,
    Sungroh Yoon
  4. Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
    NeurIPS 2024 ·
    Bong Gyun Kang
    ,
    Dongjun Lee
    , HyunGi Kim,
    Dohyun Chung
    ,
    Sungroh Yoon