BeyondReal-worldBenchmarkDatasets: An EmpiricalStudyofNodeClassificationwithGNNs

Neural Information Processing Systems 

Towards practical use cases of GNNs, researchers and developers need to deeply understand the strengths and weaknesses of GNNs from various aspects such as their accuracy, efficiency, and parameter sensitivity.

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