| 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 | ICLR | Subgraph Federated Learning for Local Generalization. | Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park |
| 2025 | KDD | Lost in Sequence: Do Large Language Models Understand Sequential Recommendation? | Sein Kim, Hongseok Kang, Kibum Kim, Jiwan Kim, Donghyun Kim, Minchul Yang, Kwangjin Oh, Julian J. McAuley, Chanyoung Park |
| 2025 | SIGIR | Dynamic Time-aware Continual User Representation Learning. | Seungyoon Choi, Sein Kim, Hongseok Kang, Wonjoong Kim, Chanyoung Park |
| 2025 | SIGIR | Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios. | Jiwan Kim, Hongseok Kang, Sein Kim, Kibum Kim, Chanyoung Park |
| 2024 | KDD | Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System. | Sein Kim, Hongseok Kang, Seungyoon Choi, Donghyun Kim, Min-Chul Yang, Chanyoung Park |
| 2024 | WWW | DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning. | Seungyoon Choi, Wonjoong Kim, Sungwon Kim, Yeonjun In, Sein Kim, Chanyoung Park |
| 2023 | AAAI | Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. | Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park |
| 2023 | CIKM | MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement. | Yunhak Oh, Sukwon Yun, Dongmin Hyun, Sein Kim, Chanyoung Park |
| 2023 | IJCNN | Reinforcement Learning Framework to Simulate Short-Term Learning Effects of Human Psychophysical Experiments Assessing the Quality of Artificial Vision. | Na Min An, Hyeonhee Roh, Sein Kim, Jae Hun Kim, Maesoon Im |
| 2023 | KDD | Task Relation-aware Continual User Representation Learning. | Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park |
| 2023 | KDD | Shift-Robust Molecular Relational Learning with Causal Substructure. | Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park |