Subgraph Counting - C4

2 papers with code • 1 benchmarks • 1 datasets

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Most implemented papers

A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests

subgraph23/swl 14 Feb 2023

Recently, subgraph GNNs have emerged as an important direction for developing expressive graph neural networks (GNNs).

Improving Expressivity of Graph Neural Networks using Localization

roy-shubhajit/insig-gnn 31 May 2023

We focus on the specific problem of subgraph counting and give localized versions of $k-$WL for any $k$.