activity
20242026
most citedSpectral Graph Pruning Against Over-Squashing and Over-Smoothing

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

math.CT2024

Rendering string diagrams recursively

Celia Rubio-Madrigal, Jules Hedges

String diagrams are a graphical language used to represent processes that can be composed sequentially or in parallel, which correspond graphically to horizontal or vertical juxtap…

cs.LG2024★ 2 cited

Spectral Graph Pruning Against Over-Squashing and Over-Smoothing

Adarsh Jamadandi, Celia Rubio-Madrigal, Rebekka Burkholz

Message Passing Graph Neural Networks are known to suffer from two problems that are sometimes believed to be diametrically opposed: over-squashing and over-smoothing. The former r…