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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

M. Yiu

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Jul 2026

Efficient GPU-Accelerated Local Subgraph Counting

Local subgraph counting computes the exact number of occurrences of a query graph around every vertex in a data graph. By capturing local higher-order structure, it supports extensive applications in network analysis and graph learning. The fastest existing method, SCOPE, accelerates counting through query graph decomp...

Qiao He, Yi-Ran Li, Man-Lung Yiu et al. · 0 citations

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