node-classification topic

Boost learning for GNNs from the graph structure under challenging heterophily settings. (NeurIPS'20)

GemsLab

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

benedekrozemberczki

Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs

snap-stanford

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

benedekrozemberczki

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

jhljx

Topological Graph Neural Networks (ICLR 2022)

BorgwardtLab

A PyTorch implementation of the Relational Graph Convolutional Network (RGCN).

thiviyanT

Bags of Tricks in OGB (node classification) with GCNs.

ytchx1999

Pytorch implementation of Relational GCN for node classification

berlincho

A sparsity aware implementation of "Biological Network Comparison Using Graphlet Degree Distribution" (Bioinformatics 2007)

benedekrozemberczki