GitHub topics: heterogeneous-graph

Repositories

taishan1994/pytorch_HAN

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

Language: Python - Size: 75.2 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 110 - Forks: 12

jElhamm/Hands-On-Graph-Neural-Networks-Using-Python

"This repository contains the implementation code for the book, which serves as a practical guide to understanding and applying Graph Neural Networks (GNNs) using Python."

Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

XYGaoG/SNS

CIKM'23 paper: Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks

Language: Python - Size: 788 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 6 - Forks: 2

fork123aniket/Relational-Graph-Attention-from-Scratch

Implementation of Relational Graph Attention operator for heterogeneous graphs in PyTorch

Language: Python - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

HKUDS/DiffGraph

[WSDM'2025] "DiffGraph: Heterogeneous Graph Diffusion Model"

Language: Python - Size: 30.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 18 - Forks: 0

benedekrozemberczki/tigerlily

TigerLily: Finding drug interactions in silico with the Graph.

Language: Jupyter Notebook - Size: 14.3 MB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 99 - Forks: 9

Jhy1993/HAN

Heterogeneous Graph Neural Network

Language: Python - Size: 40.3 MB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 1,086 - Forks: 222

NYXFLOWER/GripNet

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

Language: Python - Size: 88 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 16 - Forks: 2

Jhy1993/Representation-Learning-on-Heterogeneous-Graph

Representation-Learning-on-Heterogeneous-Graph

Size: 34.1 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 436 - Forks: 84

shreya2031/gnn-explainainability

Language: Python - Size: 18.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

SnowCheetos/AutoMoonBot

Algorithmic trading using heterogeneous graph neural network and reinforcement learning, pre-alpha

Language: Rust - Size: 224 MB - Last synced at: 7 months ago - Pushed at: 8 months ago - Stars: 21 - Forks: 5

kkteru/grail

Inductive relation prediction by subgraph reasoning, ICML'20

Language: Python - Size: 13.5 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 201 - Forks: 54

EQTPartners/CompanyKG

🔥 CompanyKG: A Large-Scale Heterogeneous Graph for Company Similarity Quantification

Language: Python - Size: 444 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 123 - Forks: 5

HKUDS/DGNN

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

Language: Python - Size: 75.8 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 1

HKUDS/RCL

[Recsys'2023] "RCL: Multi-Relational Contrastive Learning for Recommendation"

Language: Python - Size: 26.4 KB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

celi52/si-hdgnn

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

Language: Python - Size: 3.36 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 1

nutcrtnk/PGRA

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

Language: Python - Size: 78.2 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0

zealscott/HAKG

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

Language: Python - Size: 35.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 2

cynricfu/MAGNN

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Language: Python - Size: 3.25 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 322 - Forks: 56

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".

Language: Python - Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

rootlu/MetaHIN

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

Language: Jupyter Notebook - Size: 38.4 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 116 - Forks: 37

ImMohammadHosseini/HeCo

:sparkles: Implementation of Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning with pytorch and PyG

Language: Python - Size: 236 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Zehong-Wang/HGCML

This repo is for source code of SDM 2023 paper "Heterogeneous Graph Contrastive Multi-view Learning".

Language: Python - Size: 15.6 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 0

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"

Language: Python - Size: 45.6 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1