HyunGi Kim
5 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
distribution shift
(2)
test-time adaptation
(2)
time series forecasting
(2)
anomaly detection
(1)
multivariate time series
(1)
algorithmic reasoning
(1)
sequence model
(1)
formal language
(1)
non-stationary datum
(1)
long-range dependency
(1)
temporal correlation
(1)
spectral attention
(1)
backward transfer
(1)
chomsky hierarchy
(1)
continual learning
(1)
false positive mining
(1)
catastrophic forgetting
(1)
domain adaptation
(1)
Papers
CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift
AAAI 2026
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
AAAI 2025
Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
ICML 2025
Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting
NIPS 2024
CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence
NIPS 2023