An Empirical Evaluation of Rewiring Approaches in Graph Neural Networks
Published in Pattern Recognition Letters, 2025
We propse an evaluation framework for graph rewiring methods based on training-free GNNs. In our fair conditions, rewiring rarely improves message-passing on 12 node and graph classification tasks.
Recommended citation: A. Micheli, D. Tortorella (2025). "An Empirical Evaluation of Rewiring Approaches in Graph Neural Networks." Pattern Recognition Letters, in press.
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