Heterogeneous Graph Learning for Multi-Modal Medical Data Analysis. - Sein Kim; Namkyeong Lee; Junseok Lee 002; Dongmin Hyun; Chanyoung Park 001 (AAAI, 2023)

MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement. - Yunhak Oh; Sukwon Yun; Dongmin Hyun; Sein Kim; Chanyoung Park 001 (CIKM, 2023)

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 (IJCNN, 2023)

Task Relation-aware Continual User Representation Learning. - Sein Kim; Namkyeong Lee; Donghyun Kim 007; Min-Chul Yang; Chanyoung Park 001 (KDD, 2023)

Shift-Robust Molecular Relational Learning with Causal Substructure. - Namkyeong Lee; Kanghoon Yoon; Gyoung S. Na; Sein Kim; Chanyoung Park 001 (KDD, 2023)

Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System. - Sein Kim; Hongseok Kang; Seungyoon Choi; Donghyun Kim 007; Min-Chul Yang; Chanyoung Park 001 (KDD, 2024)

DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning. - Seungyoon Choi; Wonjoong Kim; Sungwon Kim 002; Yeonjun In; Sein Kim; Chanyoung Park 001 (WWW, 2024)

Subgraph Federated Learning for Local Generalization. - Sungwon Kim 002; Yoonho Lee 002; Yunhak Oh; Namkyeong Lee; Sukwon Yun; Junseok Lee 002; Sein Kim; Carl Yang 001; Chanyoung Park 001 (ICLR, 2025)

Dynamic Time-aware Continual User Representation Learning. - Seungyoon Choi; Sein Kim; Hongseok Kang; Wonjoong Kim; Chanyoung Park 001 (SIGIR, 2025)

Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios. - Jiwan Kim; Hongseok Kang; Sein Kim; Kibum Kim; Chanyoung Park 001 (SIGIR, 2025)

Lost in Sequence: Do Large Language Models Understand Sequential Recommendation? - Sein Kim; Hongseok Kang; Kibum Kim; Jiwan Kim; Donghyun Kim 006; Minchul Yang; Kwangjin Oh; Julian J. McAuley; Chanyoung Park 001 (CoRR, 2025)

Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems. - Kibum Kim; Sein Kim; Hongseok Kang; Jiwan Kim; Heewoong Noh; Yeonjun In; Kanghoon Yoon; Jinoh Oh; Chanyoung Park 001 (CoRR, 2025)