Fine-grained Expressivity of Graph Neural Networks

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Fine-grained Expressivity of Graph Neural Networks

6 June 2023

Christopher Morris

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Papers citing "Fine-grained Expressivity of Graph Neural Networks"

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Title
WILTing Trees: Interpreting the Distance Between MPNN Embeddings Masahiro Negishi Thomas Gärtner Pascal Welke OT 28 0 0 30 May 2025
On the Hölder Stability of Multiset and Graph Neural Networks Yair Davidson Nadav Dym 179 2 0 11 Jun 2024
Contextualized Messages Boost Graph Representations Brian Godwin Lim Galvin Brice Lim Renzo Roel Tan Kazushi Ikeda AI4CE 154 2 0 19 Mar 2024
Convergence of Message Passing Graph Neural Networks with Generic Aggregation On Large Random Graphs Matthieu Cordonnier Nicolas Keriven Nicolas M Tremblay Samuel Vaiter GNN 162 8 0 21 Apr 2023
A Spectral Analysis of Graph Neural Networks on Dense and Sparse Graphs Luana Ruiz Ningyuan Huang Soledad Villar 85 5 0 06 Nov 2022