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Won-Yong Shin

14 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

WWW ×4AAAI ×2CIKM ×2SIGIR ×2WSDM ×2ICCV ×1MICCAI ×1

Frequent coauthors

Sang-Wook Kim
×6
Jin-Duk Park
×4
Dong-Hyuk Seo
×3
Yong-Min Shin
×3
Taeri Kim
×2
Yu Hou
×2
Taeho Kim
×1
Junpyo Kim
×1
Sein Kim
×1
Jaemin Yoo
×1
Kyunghyun Lee
×1
Sunghwan Lim
×1

Papers

  1. Leveraging Retrieval-Augmented Language Models for Accurate Item/Feature Selection in Conversational Recommender Systems
    WSDM 2026 ·
    Taeho Kim
    ,
    Junpyo Kim
    , Won-Yong Shin,
    Sang-Wook Kim
  2. SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional Information
    WWW 2026 ·
    Dong-Hyuk Seo
    ,
    Sein Kim
    ,
    Taeri Kim
    , Won-Yong Shin,
    Sang-Wook Kim
  3. Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation
    AAAI 2026 ·
    Yu Hou
    , Won-Yong Shin
  4. Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation
    WWW 2025 ·
    Jin-Duk Park
    ,
    Jaemin Yoo
    , Won-Yong Shin
  5. DeformMLP: Effective Deformation Prediction for Breast Cancer Using Graph Topology-Assisted MLPs
    MICCAI 2025 ·
    Yong-Min Shin
    ,
    Kyunghyun Lee
    ,
    Sunghwan Lim
    ,
    Kyungho Yoon
    , Won-Yong Shin
  6. Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint
    AAAI 2025 ·
    Yong-Min Shin
    ,
    Siqing Li
    ,
    Xin Cao
    , Won-Yong Shin
  7. Leveraging Member-Group Relations via Multi-View Graph Filtering for Effective Group Recommendation
    WWW 2025 ·
    Chae-Hyun Kim
    ,
    Yoon-Ryung Choi
    ,
    Jin-Duk Park
    , Won-Yong Shin
  8. Multi-View Slot Attention using Paraphrased Texts for Face Anti-Spoofing
    ICCV 2025 ·
    Jeongmin Yu
    ,
    Susang Kim
    ,
    Kisu Lee
    ,
    Taekyoung Kwon
    , Won-Yong Shin,
    Ha Young Kim
  9. Ranking Items by the Current-Preferences and Profits: A List-wise Learning-to-Rank Approach to Profit Maximization
    WWW 2025 ·
    Hong-Kyun Bae
    ,
    Hae-Ri Jang
    , Won-Yong Shin,
    Sang-Wook Kim
  10. Collaborative Filtering Based on Diffusion Models: Unveiling the Potential of High-Order Connectivity
    SIGIR 2024 ·
    Yu Hou
    ,
    Jin-Duk Park
    , Won-Yong Shin
  11. Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning
    CIKM 2024 ·
    Dong-Hyuk Seo
    ,
    Jiwon Son
    ,
    Namhyuk Kim
    , Won-Yong Shin,
    Sang-Wook Kim
  12. Leveraging Trustworthy Node Attributes for Effective Network Alignment
    CIKM 2024 ·
    Dong-Hyuk Seo
    ,
    Jae-Hwan Lim
    , Won-Yong Shin,
    Sang-Wook Kim
  13. MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation
    WSDM 2024 ·
    Yungi Kim
    ,
    Taeri Kim
    , Won-Yong Shin,
    Sang-Wook Kim
  14. Turbo-CF: Matrix Decomposition-Free Graph Filtering for Fast Recommendation
    SIGIR 2024 ·
    Jin-Duk Park
    ,
    Yong-Min Shin
    , Won-Yong Shin