The initial residual connection can ensure that the finally learned representation contains some initial features, and the unit mapping can ensure that the deep model at least achieves the same performance as the shallow model. The initial residual and unit mapping effectively solve the problem of excessive smoothness in stacking multi-layer GCN.
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