Hyeongwon Kang

According to our database, Hyeongwon Kang authored at least 7 papers between 2023 and 2026.

Collaborative distances:

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

2026

Forecasting Anomaly Precursors via Uncertainty-Aware Time-Series Ensembles.

Hyeongwon Kang, Jinwoo Park, Seunghun Han, Pilsung Kang

CoRR, February, 2026

COMET: Codebook-based Online-adaptive Multi-scale Embedding for Time-series Anomaly Detection.

Jinwoo Park, Hyeongwon Kang, Seung Hun Han, Pilsung Kang

CoRR, February, 2026

2025

Granularity Fusion Transformer: Learning multi-granularity patterns for time-series forecasting.

Jinwoo Park, Hyeongwon Kang, Seunghun Han, Pilsung Kang

Knowl. Based Syst., 2025

2024

Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism.

Hyeongwon Kang, Pilsung Kang

Knowl. Based Syst., 2024

Training-free retrieval-based log anomaly detection with pre-trained language model considering token-level information.

Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang

Eng. Appl. Artif. Intell., 2024

2023

Time-series anomaly detection with stacked Transformer representations and 1D convolutional network.

Jina Kim, Hyeongwon Kang, Pilsung Kang

Eng. Appl. Artif. Intell., April, 2023

RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information.

Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang

CoRR, 2023