Driving Risk Assessment Using Non-Negative Matrix Factorization With Driving Behavior Records. - Hyunwoo Seo; Jongkyung Shin; Ki-Hun Kim; Chiehyeon Lim; Jungcheol Bae (IEEE Trans. Intell. Transp. Syst., 2022)

Sequential Recommendation on Temporal Proximities with Contrastive Learning and Self-Attention. - Hansol Jung; Hyunwoo Seo; Chiehyeon Lim (CoRR, 2024)

Development of an offline OOH advertising recommendation system using negative sampling and deep interest network. - Hyunwoo Seo; Soohyeok Kim; Sang-Gi Ryu; Seung-Kyu Jo; Su-Phil Cho; Jong-Soo Sohn; Chiehyeon Lim (Multim. Tools Appl., 2024)

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting. - Hyunwoo Seo; Chiehyeon Lim (KDD (1), 2025)

Optimizing Retrieval Strategies for Financial Question Answering Documents in Retrieval-Augmented Generation Systems. - Sejong Kim; Hyunseo Song; Hyunwoo Seo; Hyunjun Kim (CoRR, 2025)