Sein Kim homepage

Publications

International Conference

  • 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 McAuley, Chanyoung Park [KDD (2025)] [URL]

  • Disentangling and Generating Modalities for Recommendation in Missing Modality Scenarios
    Jiwan Kim, Hongweok Kang, Sein Kim, Kibum Kim, Chanyoung Park [SIGIR (2025)] [URL]

  • Dynamic Time-aware Continual User Representation Learning
    Seungyoon Choi, Sein Kim, Hongseok Kang, Wonjoong Kim, Chanyoung Park [SIGIR (2025)] [URL]

  • Subgraph Federated Learning for Local Generalization
    Sungwon Kim, Yoonho Lee, Yunhak Oh, Namkyeong Lee, Sukwon Yun, Junseok Lee, Sein Kim, Carl Yang, Chanyoung Park [ICLR (Oral 2025), FedKDD (Oral, Best Paper Award 2024)] [URL]

  • Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System
    Sein Kim*, Hongseok Kang*, Seungyoon Choi, Donghyun Kim, Minchul Yang, Chanyoung Park [KDD (2024)] [URL]

  • DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning
    Seungyoon Choi*, Wonjoong Kim*, Sungwon Kim, Yeonjun In, Sein Kim, Chanyoung Park [WWW (Oral 2024)] [URL]

  • MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement
    Yunhak Oh, Sukwon Yun, Dongmin Hyun, Sein Kim, Chanyoung Park
    [CIKM (2023)] [URL]

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

  • Task Relation-aware Continual User Representation Learning
    Sein Kim, Namkyeong Lee, Donghyun Kim, Min-Chul Yang, Chanyoung Park [KDD (2023)] [URL]

  • Heterogeneous Graph Learning for Multi-modal Medical Data Analysis
    Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park [AAAI (Oral 2023)] [URL]

Preprint

  • 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 Arxiv [URL]

  • Toward Generalizability of Graph-based Imputation on Biomedical Tabular-based Missing Data
    Sukwon Yun, Yunhak Oh, Junseok Lee, Xin Liu, Tsuyoshi Murata, Dongmin Hyun, Sein Kim, Tianlong Chen, Chanyoung Park OpenReview [URL]