Directly predicting motif significance-profiles with message-passing GNNs is feasible but imprecise, and multi-target direct regression outperforms count-then-score in the paper's experiments.
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Studying and Improving Graph Neural Network-based Motif Estimation
Directly predicting motif significance-profiles with message-passing GNNs is feasible but imprecise, and multi-target direct regression outperforms count-then-score in the paper's experiments.