RAPID: Training-free Retrieval-based Log Anomaly Detection with PLM considering Token-level information. - Gunho No; Yukyung Lee; Hyeongwon Kang; Pilsung Kang 001 (CoRR, 2023)

Time-series anomaly detection with stacked Transformer representations and 1D convolutional network. - Jina Kim; Hyeongwon Kang; Pilsung Kang 001 (Eng. Appl. Artif. Intell., 2023)

Training-free retrieval-based log anomaly detection with pre-trained language model considering token-level information. - Gunho No; Yukyung Lee; Hyeongwon Kang; Pilsung Kang 001 (Eng. Appl. Artif. Intell., 2024)

Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism. - Hyeongwon Kang; Pilsung Kang 001 (Knowl. Based Syst., 2024)

Granularity Fusion Transformer: Learning multi-granularity patterns for time-series forecasting. - Jinwoo Park; Hyeongwon Kang; Seunghun Han; Pilsung Kang 001 (Knowl. Based Syst., 2025)