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node classification

market4 mentionslast seen Nov 7, 2026

Application task for evaluating graph representation learning methods.

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node classification

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graph condensationapplies tonode classification

85% confidence1 supporting mentions

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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