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heterogeneous-graph

Here are 32 public repositories matching this topic...

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

machine-learning deep-learning representation-learning network-embedding graph-embedding heterogeneous-information-networks network-representation-learning graph-neural-network heterogeneous-graph

Updated Mar 13, 2020

Jhy1993 / HAN

Heterogeneous Graph Neural Network

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network

Updated May 6, 2020
Python

NYXFLOWER / DrugDiscovery

An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)

systems-biology knowledge-graph drug-discovery drug-repurposing drug-design molecular-mechanics explainable-ml inductive-learning gnn heterogeneous-graph gene-regulatory-networks predictive-models new-dataset

Updated Aug 5, 2020
Jupyter Notebook

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.

java information-retrieval neo4j graph-algorithms community-detection recommender-system spring-mvc ranking-algorithm heterogeneous-graph

Updated Aug 11, 2020
Java

cynricfu / MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network

Updated Nov 5, 2020
Python

JonnyTran / LATTE

Layer-stacked Attention for Heterogeneous Graph Embedding

graph-neural-networks heterogeneous-graph

Updated Jun 17, 2021
Python

nutcrtnk / PGRA

Code for paper "PGRA: Projected Graph Relation-Feature Attention Network for Heterogeneous Information Network Embedding", Information Sciences. 2021.

graph-embedding heterogeneous-information-networks graph-neural-networks heterogeneous-graph

Updated Jun 24, 2021
Python

jiacheng-ye / kg_gater

[EMNLP 2021] Code for our EMNLP 2021 paper “Heterogeneous Graph Neural Networks for Keyphrase Generation”

keyphrase-extraction keyphrase-generation heterogeneous-graph

Updated Nov 13, 2021
Python

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

recommender-system graph-neural-network heterogeneous-graph

Updated Dec 15, 2021
Python

deancochran / DGL_LFM1b

A Deep Graph Library Custom HeteroGraph implementation of the LFM1b dataset

lastfm heterogeneous-information-networks gnn heterogeneous-graph dgl

Updated Aug 20, 2022
Python

minjiyoon / KTN

Transfer Learning within a Heterogeneous Graph

transfer-learning graph-neural-networks heterogeneous-graph

Updated Oct 12, 2022
Python

cmavro / HeMI

[ICASSP 2023] HeMI: Global and Nodal Mutual Information Maximization in Heterogeneous Graphs

graph-neural-networks self-supervised-learning graph-representation-learning heterogeneous-graph

Updated Oct 31, 2022
Python

zealscott / HAKG

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

knowledge-graph recommender-system recommendation graph-neural-networks heterogeneous-graph hyperbolic-embeddings sigir2022

Updated Dec 5, 2022
Python

rootlu / MetaHIN

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

cold-start recommender-systems maml meta-learning heterogeneous-information-networks heterogeneous-graph kdd2020

Updated Dec 8, 2022
Jupyter Notebook

tigerlily

benedekrozemberczki / tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

machine-learning node deep-learning graph ddi biology network-science knowledge-graph graph-database unsupervised-learning embedding graph-machine-learning gradient-boosting graph-embedding pharmaceuticals node-embedding tigergraph drug-drug-interaction heterogeneous-graph

Updated Dec 17, 2022
Jupyter Notebook

taishan1994 / pytorch_HAN

异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch

heterogeneous-network network-embedding graph-neural-network heterogeneous-graph graph-attention-network heterogeneous-graph-neural-network

Updated Jan 13, 2023
Python

GripNet

NYXFLOWER / GripNet

GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs (PatternRecognit, 2023)

pytorch data-integration link-prediction node-classification graph-neural-networks heterogeneous-graph interconnected-graph

Updated Mar 8, 2023
Python

HKUDS / DGNN

[ICDE'23] "DGNN: Disentangled Graph Social Recommendation"

collaborative-filtering social-recommendation disentangled-representations graph-neural-networks heterogeneous-graph

Updated Mar 24, 2023
Python

fork123aniket / Relational-Graph-Attention-from-Scratch

Implementation of Relational Graph Attention operator for heterogeneous graphs in PyTorch

pytorch heterogeneous-network relational-model pytorch-tutorial graph-attention-networks pytorch-graphs pytorch-geometric heterogeneous-graph heterogeneous-graph-neural-network relational-graphs

Updated Apr 29, 2023
Python

wzever / RGCN-GAT-Link-Prediction

Course project of SJTU CS3319: Foundations of Data Science, 2023 spring

recommender-system link-prediction heterogeneous-graph graph-attention-network dgl rgcn-architecture academic-network

Updated Jun 22, 2023
Python

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