| 2026 | WWW | SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional Information. | Dong-Hyuk Seo, Sein Kim, Taeri Kim, Won-Yong Shin, Sang-Wook Kim |
| 2025 | WWW | Exploring Search Volumes of Terms in Web Portals for Accurate Event-Aware Traffic Prediction. | Dong-Hyuk Seo, Hyomin Shin, Sang-Wook Kim |
| 2025 | SAC | A Novel Traffic Flow Prediction Model based on a Direct Spatio-Temporal Graph. | Jiwon Son, Dong-Hyuk Seo, Junho Song, Kyungsik Han, Namhyuk Kim, Sang-Wook Kim |
| 2024 | CIKM | Leveraging Trustworthy Node Attributes for Effective Network Alignment. | Dong-Hyuk Seo, Jae-Hwan Lim, Won-Yong Shin, Sang-Wook Kim |
| 2024 | CIKM | Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning. | Dong-Hyuk Seo, Jiwon Son, Namhyuk Kim, Won-Yong Shin, Sang-Wook Kim |
| 2022 | CIKM | ST-GAT: A Spatio-Temporal Graph Attention Network for Accurate Traffic Speed Prediction. | Junho Song, Jiwon Son, Dong-Hyuk Seo, Kyungsik Han, Namhyuk Kim, Sang-Wook Kim |
| 2022 | WWW | GraphReformCD: Graph Reformulation for Effective Community Detection in Real-World Graphs. | Jiwon Hong, Dong-Hyuk Seo, Jeewon Ahn, Sang-Wook Kim |