HyunGi Kim

According to our database, HyunGi Kim authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

A comprehensive survey of deep learning for time series forecasting: architectural diversity and open challenges.

Jongseon Kim, Hyungjoon Kim, HyunGi Kim, Dongjun Lee, Sungroh Yoon

Artif. Intell. Rev., July, 2025

Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection.

HyunGi Kim, Jisoo Mok, Dongjun Lee, Jaihyun Lew, Sungjae Kim, Sungroh Yoon

CoRR, June, 2025

Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation.

HyunGi Kim, Siwon Kim, Jisoo Mok, Sungroh Yoon

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Contrastive Time-Series Anomaly Detection.

HyunGi Kim, Siwon Kim, Seonwoo Min, Byunghan Lee

IEEE Trans. Knowl. Data Eng., October, 2024

A Comprehensive Survey of Time Series Forecasting: Architectural Diversity and Open Challenges.

Jongseon Kim, Hyungjoon Kim, HyunGi Kim, Dongjun Lee, Sungroh Yoon

CoRR, 2024

Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting.

Bong Gyun Kang, Dongjun Lee, HyunGi Kim, Dohyun Chung

CoRR, 2024

Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting.

Bong Gyun Kang, Dongjun Lee, HyunGi Kim, Dohyun Chung, Sungroh Yoon

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence.

Bong Gyun Kang, HyunGi Kim, Dahuin Jung, Sungroh Yoon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023