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DeepGraphNeuralNetworksvia Posteriori-Sampling-based Node-Adaptive ResidualModule

Neural Information Processing Systems

This type of method introduces a residual connection to the GNNs architecture. For example, JKNet [32] learns node representations by aggregating the outputs of all previous layers at the last layer.