Figure 3:
Node 0 is connected with all the green nodes, but GCN still predicts node 0 as red. GCNTK can be used to explain the results. Since the contribution ratio of training nodes is M=(0,0,0,0,0,0.5,0.5), only red nodes contribute to node 0's label.

Node 0 is connected with all the green nodes, but GCN still predicts node 0 as red. GCNTK can be used to explain the results. Since the contribution ratio of training nodes is M=(0,0,0,0,0,0.5,0.5)⁠, only red nodes contribute to node 0's label.

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