We present the Long Range Graph Benchmark (LRGB) with 5 graph learning datasets that arguably require long-range reasoning to achieve strong performance in a given task. For a reassessment of the ...
Abstract: Consumer electronics have become versatile for processing a lot of signals in any distribution. This results in that high-speed activating of neural network ...
Abstract: Recent advances in graph neural network (GNN) architectures and increased computation power have revolutionized the field of combinatorial optimization (CO). Among the proposed models for CO ...
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