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ENTITY GNN-LRP

GNN-LRP

PulseAugur coverage of GNN-LRP — every cluster mentioning GNN-LRP across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_48928 ·

    New algorithms improve GNN explainability by reducing walk search complexity

    Researchers have developed new polynomial-time algorithms to address the exponential computational complexity of identifying relevant walks in Graph Neural Networks (GNNs). This advancement significantly improves the ap…

  2. TOOL · CL_44918 ·

    New algorithms efficiently explain graph neural network decisions

    Researchers have developed new algorithms to efficiently explain the decision-making processes of graph neural networks (GNNs). These methods, based on message passing techniques, significantly reduce the computational …