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alexfanjn
Graph-Neural-Networks-With-Heterophily alexfanjn
19
196
gpl-3.0
7
This repository contains the resources on graph neural network (GNN) considering heterophily.
awesome datasets homophily graph-data heterophily graph-neural-networks
Created 2021-12-06
111 commits to main branch, last one 3 days ago
benedekrozemberczki
LabelPropagation benedekrozemberczki
37
117
gpl-3.0
6
A NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
graph dataset louvain walktrap community graph-cut homophily clustering modularity fast-greedy propagation graph-clustering label-propagation graph-partitioning community-detection randomized-algorithm unsupervised-learning probabilistic-clustering
Created 2018-02-12
69 commits to master branch, last one about a year ago
SitaoLuan
ACM-GNN SitaoLuan
9
63
mit
7
NeurIPS 2022, Revisiting Heterophily For Graph Neural Networks, official PyTorch implementation for Adaptive Channel Mixing (ACM) GNN framework
graph pytorch homophily filterbank heterophily graph-neural-networks geometric-deep-learning graph-convolutional-networks graph-representation-learning
Created 2022-11-21
6 commits to main branch, last one 9 months ago