(Day 105) Network subgraph counting and matching

Ivan Ivanov · April 15, 2024

Hello :) Today is Day 105!

A quick summary of today:

  • Frequent Subgraph Mining with GNNs (covered the next part of Stanford’s XCS224W: ML with Graphs)

Covered topics:

Subgraphs, graph isomorphism, subgraph isomorphism, network motifs, subgraph frequency, motif significance, Z-score for statistical significance, significance profile, subgraph matching, isomorphism as an ML task, Order Embedding Space, training neural subgraph matching, frequent motif mining, SPMiner

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That is all for today!

See you tomorrow :)