This repository contains the resources on graph neural network (GNN) considering heterophily.

A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).

NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework

Segregation and homophily measurement in social networks

Code for GBK-GNN (paper accepted by WWW2022)

Repository of the netin package to generate random scale-free graph generators proposed by members of the Network Inequality CSH group.

[Neurips 2024] Disentangled Graph Homophily

Inequalities in Homophilic Directed ScaleFree Networks

A novel method for assessing and measuring homophily in networks

WoMG: Word of Mouth Generator

Analysis of London street gang network

Homophily Preserving NMF

This helps you measure assortativity in real-world networks.

Rede de informação sobre processo de coautoria de proposições de lei na Câmara dos Deputados

Homophily on Human Interaction via. Stochastic Block Model network representing the likelihood of gathering of homophily people contributing to human connection with common likeliness by social status.

Repository of the Data-Driven Modeling of Complex Systems course at Sapienza University

Influence and similarity in social networks: a study of the opinion dynamics among teenagers through an Agent-Based Model

Synthetic Attribute Graph Model (AGM)