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Researcher profile

Kuan Deng

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation

    2020 · arXiv (Cornell University)

    Graph Convolution Network (GCN) has become new state-of-the-art for collaborative filtering. Nevertheless, the reasons of its effectiveness for recommendation are not well understood. Existing work that adapts GCN to recommendation lacks thorough ablation analyses on …

  2. LightGCN

    2020

    Graph Convolution Network (GCN) has become new state-of-the-art for collaborative filtering. Nevertheless, the reasons of its effectiveness for recommendation are not well understood. Existing work that adapts GCN to recommendation lacks thorough ablation analyses on …