heterogeneous-graph

There are 6 repositories under heterogeneous-graph topic.

Jhy1993 / HAN
Heterogeneous Graph Neural Network
graph-attention-network graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network network-embedding
Language:Python 1017
Jhy1993 / Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding
426
cynricfu / MAGNN
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
graph-neural-network network-embedding heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 359
kkteru / grail
Inductive relation prediction by subgraph reasoning, ICML'20
graph-neural-networks graph-representation-learning heterogeneous-graph heterogeneous-graph-neural-network inductive-learning knowledge-graphs logical-reasoning
Language:Python 199
EQTPartners / CompanyKG
🔥 CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification
benchmarking company dataset graph-algorithms graph-learning graph-neural-networks heterogeneous-graph invetsments knowledge-graph private-equity
Language:Python 122
rootlu / MetaHIN
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
meta-learning heterogeneous-graph heterogeneous-information-networks cold-start recommender-systems kdd2020 maml
Language:Jupyter Notebook 121
tigerlily
benedekrozemberczki / tigerlily
TigerLily: Finding drug interactions in silico with the Graph.
node embedding node-embedding graph-embedding ddi drug-drug-interaction gradient-boosting graph pharmaceuticals network-science biology heterogeneous-graph knowledge-graph deep-learning machine-learning unsupervised-learning tigergraph graph-database graph-machine-learning
Language:Jupyter Notebook 97
taishan1994 / pytorch_HAN
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 94
ZZy979 / GNN-Recommendation
毕业设计：基于图神经网络的异构图表示学习和推荐算法研究
graph-neural-network heterogeneous-graph recommender-system
Language:Python 88
zealscott / HAKG
Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.
knowledge-graph recommendation hyperbolic-embeddings heterogeneous-graph sigir2022 graph-neural-networks recommender-system
Language:Python 27
celi52 / si-hdgnn
SI-HDGNN: Heterogeneous Dynamical Academic Network for Scientific Impact Propagation Learning
aps graph-neural-networks heterogeneous-graph scientific-impact
Language:Python 16
jiacheng-ye / kg_gater
[EMNLP 2021] Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”
keyphrase-generation keyphrase-extraction heterogeneous-graph
Language:Python 15
GripNet
NYXFLOWER / GripNet
GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)
graph-neural-networks link-prediction node-classification heterogeneous-graph interconnected-graph data-integration pytorch
Language:Python 14
Zehong-Wang / HGCML
This repo is for source code of SDM 2023 paper "Heterogeneous Graph Contrastive Multi-view Learning".
gnn heterogeneous-graph contrastive-learning
Language:Python 13
HKUDS / DGNN
[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"
collaborative-filtering disentangled-representations graph-neural-networks heterogeneous-graph social-recommendation
Language:Python 12
HKUDS / RCL
[Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"
collaborative-filtering contrastive-learning heterogeneous-graph multi-relational recommender-systems
Language:Python 9
wzever / RGCN-GAT-Link-Prediction
Course project of SJTU CS3319: Foundations of Data Science, 2023 spring
graph-attention-network heterogeneous-graph link-prediction recommender-system academic-network rgcn-architecture dgl
Language:Python 9
ImMohammadHosseini / HeCo
:sparkles: Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG
graph-attention-model graph-contrastive-learning graph-embeddings graph-neural-networks heterogeneous-graph node-embeddings heterogeneous-graph-neural-network heterogeneous-information-networks
Language:Python 6
Liuzhizhiooo / CHeGCN-CNN_enhanced_Heterogeneous_Graph
Implementation for "CNN-Enhanced Heterogeneous Graph Convolutional Network: Inferring Land Use from Land Cover with a Case Study of Park Segmentation"
deep-learning heterogeneous-graph pytorch
Language:Python 6
XYGaoG / SNS
CIKM'23 paper: Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks
graph-neural-network heterogeneous-graph heterogeneous-information-networks imbalanced-data imbalanced-node-classification
Language:Python 4
Zehong-Wang / SR-HGN
This repo is for source code of Expert Systems with Applications paper "SR-HGN: Semantic-and Relation-Aware Heterogeneous Graph Neural Network".
attention gnn heterogeneous-graph
Language:Python 4
minjiyoon / KTN
Transfer Learning within a Heterogeneous Graph
graph-neural-networks heterogeneous-graph transfer-learning
Language:Python 3
nutcrtnk / PGRA
Code for paper "PGRA: Projected Graph Relation-Feature Attention Network for Heterogeneous Information Network Embedding", Information Sciences. 2021.
graph-embedding graph-neural-networks heterogeneous-graph heterogeneous-information-networks
Language:Python 3
cmavro / HeMI
[ICASSP 2023] HeMI: Global and Nodal Mutual Information Maximization in Heterogeneous Graphs
graph-neural-networks graph-representation-learning heterogeneous-graph self-supervised-learning
Language:Python 1
deancochran / DGL_LFM1b
A Deep Graph Library Custom HeteroGraph implementation of the LFM1b dataset
dgl gnn heterogeneous-graph heterogeneous-information-networks lastfm
Language:Python 1
naga-anjaneyulu / hetergoneous-graph-indexing
Developed an API which leverages graph-based cross domain ranking , community detection to make recommendations from a heterogeneous graph ecosystems.
information-retrieval graph-algorithms community-detection spring-mvc neo4j java ranking-algorithm recommender-system heterogeneous-graph
Language:Java 1
NYXFLOWER / DrugDiscovery
An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)
gnn drug-discovery drug-design drug-repurposing molecular-mechanics explainable-ml predictive-models inductive-learning knowledge-graph heterogeneous-graph systems-biology gene-regulatory-networks new-dataset
Language:Jupyter Notebook 1
JonnyTran / LATTE
Layer-stacked Attention for Heterogeneous Graph Embedding
graph-neural-networks heterogeneous-graph
Language:Python 0
fork123aniket / Relational-Graph-Attention-from-Scratch
Implementation of Relational Graph Attention operator for heterogeneous graphs in PyTorch
graph-attention-networks heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network pytorch pytorch-geometric pytorch-graphs pytorch-tutorial relational-graphs relational-model
Language:Python