At k th layer, we compute gating value for a particular edge (u, v, l(u, v)) as: where, σ(•) is the sigmoid function,ŵ k l(u,v) and b k l(u,v) are label specific gating parameters.
gating helps to make the model robust to the noisy labels and directions of the input graphs.