PPaperPicks

Geon Lee

19 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

CIKM ×3ICDM ×3WWW ×3NeurIPS ×2SIGIR ×2AAAI ×1ACL ×1ICDE ×1RecSys ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Kijung Shin
×19
Kyungho Kim
×7
Juyeon Kim
×4
Sunwoo Kim
×4
Dongwon Choi
×3
Minyoung Choe
×3
Taeuk Kim
×2
Shinhwan Kang
×2
Wenchao Yu
×2
Wei Cheng
×2
Haifeng Chen
×2
Jaemin Yoo
×1

Papers

  1. Hybrid-Vector Retrieval for Visually Rich Documents: Combining Single-Vector Efficiency and Multi-Vector Accuracy
    ACL 2026 ·
    Juyeon Kim
    , Geon Lee,
    Dongwon Choi
    ,
    Taeuk Kim
    ,
    Kijung Shin
  2. ItemRAG: Item-Based Retrieval-Augmented Generation for LLM-Based Recommendation
    SIGIR 2026 ·
    Sunwoo Kim
    , Geon Lee,
    Kyungho Kim
    ,
    Jaemin Yoo
    ,
    Kijung Shin
  3. ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents
    WWW 2026 ·
    Kyungho Kim
    , Geon Lee,
    Juyeon Kim
    ,
    Dongwon Choi
    ,
    Shinhwan Kang
    ,
    Kijung Shin
  4. Sequential Data Augmentation for Generative Recommendation
    WSDM 2026 · Geon Lee,
    Bhuvesh Kumar
    ,
    Mingxuan Ju
    ,
    Tong Zhao
    ,
    Kijung Shin
    ,
    Neil Shah
    ,
    Liam Collins
  5. A Self-Supervised Mixture-of-Experts Framework for Multi-behavior Recommendation
    CIKM 2025 ·
    Kyungho Kim
    ,
    Sunwoo Kim
    , Geon Lee,
    Kijung Shin
  6. Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes
    ICDM 2025 ·
    Jaewan Chun
    ,
    Seokbum Yoon
    ,
    Minyoung Choe
    , Geon Lee,
    Kijung Shin
  7. Beyond Neighbors: Distance-Generalized Graphlets for Enhanced Graph Characterization
    WWW 2025 ·
    Yeongho Kim
    ,
    Yuyeong Kim
    , Geon Lee,
    Kijung Shin
  8. Identifying Group Anchors in Real-World Group Interactions Under Label Scarcity
    ICDM 2025 ·
    Fanchen Bu
    , Geon Lee,
    Kijung Shin
    ,
    Minyoung Choe
  9. KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
    SIGIR 2025 ·
    Juyeon Kim
    , Geon Lee,
    Taeuk Kim
    ,
    Kijung Shin
  10. MARIOH: Multiplicity-Aware Hypergraph Reconstruction
    ICDE 2025 ·
    Kyuhan Lee
    , Geon Lee,
    Kijung Shin
  11. RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases
    NeurIPS 2025 ·
    Dongwon Choi
    ,
    Sunwoo Kim
    ,
    Juyeon Kim
    ,
    Kyungho Kim
    , Geon Lee,
    Shinhwan Kang
    ,
    Myunghwan Kim
    ,
    Kijung Shin
  12. SkySearch: Satellite Video Search at Scale
    SIGKDD 2025 ·
    Minyoung Choe
    , Geon Lee,
    Changhun Han
    ,
    Suji Kim
    ,
    Woong Hu
    ,
    Hyebeen Hwang
    ,
    Geunseok Park
    ,
    Byeongyeon Kim
    ,
    Hyesook Lee
    ,
    Ha-Myung Park
    ,
    Kijung Shin
  13. TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents
    AAAI 2025 · Geon Lee,
    Wenchao Yu
    ,
    Kijung Shin
    ,
    Wei Cheng
    ,
    Haifeng Chen
  14. TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
    NeurIPS 2025 ·
    Yushan Jiang
    ,
    Wenchao Yu
    , Geon Lee,
    Dongjin Song
    ,
    Kijung Shin
    ,
    Wei Cheng
    ,
    Yanchi Liu
    ,
    Haifeng Chen
  15. Post-Training Embedding Enhancement for Long-Tail Recommendation
    CIKM 2024 · Geon Lee,
    Kyungho Kim
    ,
    Kijung Shin
  16. Resource2Box: Learning To Rank Resources in Distributed Search Using Box Embedding
    ICDM 2024 ·
    Ulugbek Ergashev
    , Geon Lee,
    Kijung Shin
    ,
    Eduard C. Dragut
    ,
    Weiyi Meng
  17. Revisiting LightGCN: Unexpected Inflexibility, Inconsistency, and A Remedy Towards Improved Recommendation
    RecSys 2024 · Geon Lee,
    Kyungho Kim
    ,
    Kijung Shin
  18. Towards Better Utilization of Multiple Views for Bundle Recommendation
    CIKM 2024 ·
    Kyungho Kim
    ,
    Sunwoo Kim
    , Geon Lee,
    Kijung Shin
  19. VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation
    WWW 2024 · Geon Lee,
    Soo Yong Lee
    ,
    Kijung Shin