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graph condensation

technology1 mentionslast seen Nov 3, 2026

A technique to learn a significantly smaller graph that retains essential information of the original graph.

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graph condensation

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graph condensationapplies tonode classification

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preprintarXivNov 2, 2026GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights
graph condensation (GC) is an emerging technique designed to learn a significantly smaller graph that retains the essential information of the original graph. This condensed graph has shown promise in accelerating graph neural networks while preserving performance comparable to those achieved with the original, larger graphs. Additionally, this technique facilitates downstream applications like neural architecture search