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· 2020

LightGCN

Xiangnan He, Kuan Deng, Xiang Wang, Yan Li et al.

Short summary

Researchers found that common neural network operations in Graph Convolutional Networks (GCNs), specifically feature transformation and nonlinear activation, are not only unnecessary but detrimental to recommendation performance.

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Field: Information Systems

Information SystemsComputer Science