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GitHub topics: spectral-graph-theory

Research algorithms and data structures in several languages

Language: C++ - Size: 325 KB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 0 - Forks: 0

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

Language: Python - Size: 7.21 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

Maximizing algebraic connectivity for graph sparsification

Language: Python - Size: 1.89 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 46 - Forks: 8

Graph Signal Processing in R

Language: R - Size: 30.7 MB - Last synced: 1 day ago - Pushed: 3 months ago - Stars: 8 - Forks: 0

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

Language: Python - Size: 938 KB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 9 - Forks: 0

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

Language: Python - Size: 721 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Brain graph super-resolution using graph neural networks.

Language: Python - Size: 4.86 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 0

Using spectral graph theory to analyze two biological networks

Language: TeX - Size: 3.13 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

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

Language: MATLAB - Size: 24.4 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

Spectral graph theory algorithms in Python

Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

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