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Abstract: Graph Neural Networks (GNNs) are proposed without considering the agnostic distribution shifts between training graphs and testing graphs, inducing the degeneration of the generalization ...

The operation selection and the machine assignment are combined as a composite decision. Moreover, based on a novel heterogeneous graph representation of scheduling states, a ...