HyunGi Kim

1. A Comprehensive Survey of Deep Learning for Time Series Forecasting: Architectural Diversity and Open Challenges
   2024/10/24 by Jongseon Kim, Kim, Jongseon, Hyungjoon Kim +7 · 12 citations
   Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Forecasting Techniques and Applications
2. Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation
   2025/01/09 by HyunGi Kim, Siwon Kim, Kim, HyunGi +5 · 3 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
3. Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection
   2025/06/04 by HyunGi Kim, Jisoo Mok, Kim, HyunGi +9 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Time Series Analysis and Forecasting