Graph Neural Networks, Transformers, Machine Learning, Artificial Intelligence, Graph Processing.
of the kernel matrix of the nodes’ feature vectors and a graph kernel matrix. This enables GKATs to leverage computationally efficient implicit attention mechanisms and model longer-range dependencies within a single layer, boosting their expressive power beyond that of traditional GNNs. To define