MRDiff: Time Series Anomaly Detection Using Multi-level Reconstruction Diffusion. - Dagyeong Na; Junseok Kwon (ICDM (Workshops), 2024)

Deep Disentangled Metric Learning. - Jinhee Park 001; Jisoo Park; Dagyeong Na; Junseok Kwon (AAAI, 2025)

Enhancing Global and Local Context Modeling in Time Series Through Multi-Step Transformer-Diffusion Interaction. - Dagyeong Na; Jinho Kang; Byoungwoo Kang; Junseok Kwon (IEEE Access, 2025)