LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation ​

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Authors: Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang
Year: 2019
Journal: SIGIR
DOI: 10.1145/3397271.3401063
Publisher: https://arxiv.org/abs/2002.02126

Keywords: lightgcn, gnn

Abstract ​

We present LightGCN a simplified graph convolution network for recommendation.

Cite this paper ​

@misc{lightgcn2019,
  title  = {LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation},
  author = {Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zhang, Meng Wang},
  year   = {2019},
  journal = {SIGIR},
  doi    = {10.1145/3397271.3401063},
  url    = {https://doi.org/10.1145/3397271.3401063},
}

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