Topic: "heterogeneous-graph-neural-network"
Jhy1993/HAN
Heterogeneous Graph Neural Network
Language: Python - Size: 40.3 MB - Last synced at: about 22 hours ago - Pushed at: almost 5 years ago - Stars: 1,131 - Forks: 222
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
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
X-LANCE/text2sql-lgesql
[ACL 2021] This is the project containing source codes and pre-trained models about ACL2021 Long Paper ``LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations".
Language: Python - Size: 290 KB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 147 - Forks: 36
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: 18 days ago - Pushed at: over 2 years ago - Stars: 110 - Forks: 12
EdisonLeeeee/ICDM2022_competition_3rd_place_solution
3rd place solution of ICDM 2022 Risk Commodities Detection on Large-Scale E-Commence Graphs
Language: Python - Size: 2.2 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 37 - Forks: 14
XiaShan1227/GNN-Tutorial
B站GNN教程资料
Language: Jupyter Notebook - Size: 25 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 29 - Forks: 4
BUPT-GAMMA/Space4HGNN
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network
Language: Python - Size: 1.33 MB - Last synced at: 14 days ago - Pushed at: almost 3 years ago - Stars: 28 - Forks: 5
rootlu/SIAN
Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"
Language: Python - Size: 92.7 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 28 - Forks: 12
MANDO-Project/ge-sc
MANDO is a new heterogeneous graph representation to learn the heterogeneous contract graphs' structures to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
Language: Solidity - Size: 2.24 GB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 13
gu-yaowen/REDDA
REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction
Language: Python - Size: 105 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 15 - Forks: 6
gu-yaowen/MilGNet
MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction
Language: Python - Size: 146 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 12 - Forks: 2
zhenzhang1998/Awesome-Heterogeneous-Neural-Network
A List of Heterogeneous Neural Network Pappers
Language: Python - Size: 85.9 KB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 1
CRIPAC-DIG/RHGN
Source code for CIKM 2021 paper for Relation-aware Heterogeneous Graph for User Profiling
Language: Python - Size: 252 KB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 1
MANDO-Project/ge-sc-machine
MANDO-GURU, a deep graph learning-based tool, aims to accurately detect vulnerabilities in smart contract source code at both coarse-grained contract-level and fine-grained line-level.
Language: Python - Size: 738 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 7 - Forks: 0
zxlearningdeep/LatGRL
[TNNLS] The source code for "When Heterophily Meets Heterogeneous Graphs: Latent Graphs Guided Unsupervised Representation Learning" (LatGRL)
Language: Python - Size: 27.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 1
rutu-sh/player-compatibality-and-win-pred-in-dota2-using-graph-neural-networks
A GNN based approach to model player compatibility in Multiplayer Online Battle Arena (MOBA) games like Dota2.
Size: 771 KB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0
BojarLab/GIFFLAR
Glycan Informed Foundational Framework for Learning Abstract Representations, based on Combinatorial Complexes and Heterogeneous GNNs
Language: HTML - Size: 2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0
nmvdlei/PPMI_MAGNN
Implements the MAGNN algorithm to predict concentration change sign for metabolites using protein-protein-metabolite interaction (PPMI) networks
Language: Jupyter Notebook - Size: 17.4 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0
KienMN/COVID-19-in-Korea-graph
COVID-19 patient classification in Korea using Heterogeneous Graph Neural Network.
Language: Python - Size: 59.6 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1
shishixuezi/HiUrNet
Implementation of the HiUrNet in the paper: Explainable Hierarchical Urban Representation Learning for Commuting Flow Prediction (ACM SIGSPATIAL 2024)
Language: Python - Size: 4.26 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 1
bywmm/RE-GNN
Official implementation of "Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding", IEEE TBD 2023.
Language: Python - Size: 3.05 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
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
geraked/complex-networks
Implementation of Complex Networks Algorithms
Language: Jupyter Notebook - Size: 10.6 MB - Last synced at: 2 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0
dinhngoc267/graph-neural-network
Some implementations of graph neural network architectures using Pytorch
Language: Jupyter Notebook - Size: 13.7 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
RomanoLab/graphml_models
A gallery of graph machine learning (GraphML) models for biomedical knowledge graphs
Language: Python - Size: 78.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
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
