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heterogeneous-graph

Here are 16 public repositories matching this topic...

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

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

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

kkteru / grail

Inductive relation prediction by subgraph reasoning, ICML'20

graph-neural-networks graph-representation-learning inductive-learning logical-reasoning heterogeneous-graph knowledge-graphs heterogeneous-graph-neural-network

Updated Oct 1, 2021
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 May 24, 2022
Jupyter Notebook

taishan1994 / pytorch_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 Sep 19, 2020
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

tigerlily

benedekrozemberczki / tigerlily

Sponsor

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 Apr 19, 2022
Jupyter Notebook

celi52 / si-hdgnn

SI-HDGNN: Heterogeneous Dynamical Academic Network for Scientific Impact Propagation Learning

aps graph-neural-networks heterogeneous-graph scientific-impact

Updated Feb 8, 2022
Python

jiacheng-ye / kg_gater

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

keyphrase-extraction keyphrase-generation heterogeneous-graph

Updated Nov 13, 2021
Python

GripNet

NYXFLOWER / GripNet

Graph representation learning on interconnected heterogeneous graphs via defined supergraph structure and multi-graph information propagation. (Under review, PatternRecognit)

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

Updated Jul 6, 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

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

Scottdyt / 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 Apr 21, 2022
Python

Rosenberg37 / GraphNER

Type-supervised sequence labeling based on the heterogeneous star graph for named entity recognition

named-entity-recognition ner sequence-labeling gnn heterogeneous-graph

Updated Apr 15, 2022
Python

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

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