Hyeongwon Kang

PhD student, Korea University

Joined

January 2026

Names

Hyeongwon Kang (Preferred)

Emails

****@korea.ac.kr (Confirmed)

Personal Links

Career & Education History

PhD student

Korea University (korea.ac.kr)

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Present

Coauthor

2022 – Present

PhD Advisor

2021 – Present

Expertise

Timeseries

Present

Timeseries Anomaly Detection

Present

Publications

Forecasting Anomaly Precursors via Uncertainty-Aware Time-Series Ensembles
Hyeongwon Kang, Jinwoo Park, Seunghun Han, Pilsung Kang
- CoRR 2026
- Readers: Everyone
COMET: Codebook-based Online-adaptive Multi-scale Embedding for Time-series Anomaly Detection
Jinwoo Park, Hyeongwon Kang, Seung Hun Han, Pilsung Kang
- CoRR 2026
- Readers: Everyone
Granularity Fusion Transformer: Learning multi-granularity patterns for time-series forecasting
Jinwoo Park, Hyeongwon Kang, Seunghun Han, Pilsung Kang
- Knowl. Based Syst. 2025
- Readers: Everyone
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
- Readers: Everyone
Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism
Hyeongwon Kang, Pilsung Kang
- Knowl. Based Syst. 2024
- Readers: Everyone
Time-series anomaly detection with stacked Transformer representations and 1D convolutional network
Jina Kim, Hyeongwon Kang, Pilsung Kang
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Eng. Appl. Artif. Intell. 2023
- Readers: Everyone
RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information
Gunho No, Yukyung Lee, Hyeongwon Kang, Pilsung Kang
- Published: 01 Jan 2023, Last Modified: 01 Feb 2024
- CoRR 2023
- Readers: Everyone

Co-Authors

Gunho No
Jina Kim
Jinwoo Park
Pilsung Kang
Seung Hun Han
Seunghun Han
Yukyung Lee