ENTITY
Over-squashing
Over-squashing
PulseAugur coverage of Over-squashing — every cluster mentioning Over-squashing across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New paper details over-squashing problem in Graph Neural Networks
This paper provides a comprehensive overview of the over-squashing problem in Graph Neural Networks (GNNs), a challenge that limits accuracy when long-range dependencies between graph nodes are required. The authors cat…
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New research benchmarks and methods advance Graph Neural Network evaluation and design
Several recent arXiv papers explore advancements and challenges in Graph Neural Networks (GNNs). Research includes methods for verifying GNN ownership and detecting copycat models, as well as developing unified benchmar…