Maximizing algebraic connectivity for graph sparsification

first commit

This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)

The code for our ICLR 2024 paper: "Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs"

FoSR: First-order spectral rewiring for addressing oversquashing in GNNs

Brain graph super-resolution using graph neural networks.

Visual-Approaches-for-Clustering-Tendency-Assessment-of-Graph-Data

Using spectral graph theory to analyze two biological networks

Graph Signal Processing in R

Graph Uncertainty Principle PlaYground

Spectral graph theory algorithms in Python