graph-convolutional-network

SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network

graph-convolutional-network spatial-transcriptomics spatially-variable-genes spatial-domains

UpdatedOct 11, 2023
Python

malllabiisc /HyperGCN

Star202

NeurIPS 2019: HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs

semi-supervised-learning hypergraph graph-convolutional-network

UpdatedAug 16, 2020
Python

yueliu1999 /DCRN

Star198

[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.

data-mining deep-learning pytorch representation-learning unsupervised-learning network-embedding graph-convolutional-networks gcn graph-convolutional-network graph-neural-networks self-supervised-learning deep-clustering

UpdatedMay 23, 2023
Python

PeiJieSun /diffnet

Star180

Graph Neural Network based Social Recommendation Model. SIGIR2019.

neural-network recommendation social-recommendation gcn graph-convolutional-network gnn graph-neural-network sigir2019 neural-graph neural-network-graph neural-graph-recommendation

UpdatedJun 2, 2024
Python

HazeDT /DAGCN

Star162

This code is about the implementation of Domain Adversarial Graph Convolutional Network for Fault Diagnosis Under Variable Working Conditions.

domain-adaptation graph-convolutional-network fault-diagnosis variable-working-conditions

UpdatedMay 6, 2021
Python

huawei-noah /BGCN

Star161

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).

gcn bayesian-neural-networks graph-convolutional-network graph-learning graph-neural-networks graph-convolutional-neural-networks gnn bayesian-graph-neural-networks

UpdatedSep 8, 2019
Python

hegongshan /Recommender-Systems-Paper

Star155

Must-read Papers for Recommender Systems (RS)

deep-learning collaborative-filtering matrix-factorization learning-to-rank recommender-systems social-recommendation rating-prediction graph-convolutional-network click-through-rate top-n-recommendations point-of-interest-recommendation graph-neural-network sequential-recommendation explainable-recommendation conversational-recommendation graph-based-recommendation

UpdatedMar 24, 2021

dawnranger /pytorch-AGNN

Star145

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

attention representation-learning network-embedding graph-convolutional-network

UpdatedDec 27, 2017
Python

thiviyanT /torch-rgcn

Star126

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

link-prediction graph-convolutional-network node-classification graph-neural-network relational-graphs

UpdatedAug 11, 2021
Python

Davidham3 /STGCN

Star115

implementation of STGCN for traffic prediction in IJCAI2018

deep-learning traffic prediction graph-convolutional-network ijcai2018 stgcn

UpdatedJun 12, 2019
Python

jhljx /CTGCN

Star95

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

edge-classification network-embedding link-prediction dynamic-graph-algorithm graph-embedding graph-convolutional-network node-classification graph-neural-networks graph-representation-learning dynamic-graphs graph-neural-network dynamic-graph-embedding dynamic-graph-processing temporal-graph-networks graph-embedding-approaches graph-centrality-prediction