heterogeneous-graph-neural-network

There are 7 repositories under heterogeneous-graph-neural-network topic.

Jhy1993 / HAN
Heterogeneous Graph Neural Network
graph-neural-network network-embedding graph-attention-network heterogeneous-network heterogeneous-graph heterogeneous-graph-neural-network
Language:Python 1044
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 373
kkteru / grail
Inductive relation prediction by subgraph reasoning, ICML'20
graph-neural-networks knowledge-graphs logical-reasoning graph-representation-learning heterogeneous-graph heterogeneous-graph-neural-network inductive-learning
Language:Python 206
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".
database heterogeneous-graph-neural-network natural-language-interface semantic-parsing structured-prediction text-to-sql
Language:Python 144
taishan1994 / pytorch_HAN
异构图神经网络HAN。Heterogeneous Graph Attention Network (HAN) with pytorch
graph-attention-network graph-neural-network heterogeneous-graph heterogeneous-graph-neural-network heterogeneous-network network-embedding
Language:Python 98
HKU-MedAI / WSI-HGNN
[CVPR'23] Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning
computational-pathology heterogeneous-graph-neural-network whole-slide-image
Language:Python 60
XiaShan1227 / GNN-Tutorial
B站GNN教程资料
attention-mechanism gat gatv2 gcn gnn graphsage heterogeneous-graph-neural-network link-prediction networkx pytorch pytorch-geometric cluster-gcn
Language:Jupyter Notebook 60
EdisonLeeeee / ICDM2022_competition_3rd_place_solution
3rd place solution of ICDM 2022 Risk Commodities Detection on Large-Scale E-Commence Graphs
heterogeneous-graph-neural-network tianchi-competition heterognn icdm-comptetion icdm2022
Language:Python 36
rootlu / SIAN
Code and data for ECML-PKDD paper "Social Influence Attentive Neural Network for Friend-Enhanced Recommendation"
ecml-pkdd-paper friend-enhanced-recommendation graph-neural-networks heterogeneous-graph-neural-network social-recommendation wechat
Language:Python 30
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.
deep-learning ethereum-contract graph-learning heterogeneous-graph-neural-network machine-learning smart-contracts vulnerability-detection graph-neural-networks
Language:Solidity 28
BUPT-GAMMA / Space4HGNN
Space4HGNN: A Novel, Modularized and Reproducible Platform to Evaluate Heterogeneous Graph Neural Network
dgl heterogeneous-graph-neural-network openhgnn sigir2022
Language:Python 26
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.
deep-learning ethereum-contract graph-learning graph-neural-networks smart-contracts vulnerability-detection heterogeneous-graph-neural-network
Language:Python 19
gu-yaowen / REDDA
REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction
attention-mechanism drug-disease-associations drug-repositioning heterogeneous-graph-neural-network
Language:Python 13
gu-yaowen / MilGNet
MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction
drug-disease-associations drug-repositioning heterogeneous-graph-neural-network meta-path multiple-instance-learning
Language:Python 11
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 8
CRIPAC-DIG / RHGN
Source code for CIKM 2021 paper for Relation-aware Heterogeneous Graph for User Profiling
graph-neural-networks heterogeneous-graph-neural-network meta-relational-learning transformer-architecture user-profiling
Language:Python 7
zhenzhang1998 / Awesome-Heterogeneous-Neural-Network
A List of Heterogeneous Neural Network Pappers
graph-neural-networks heterogeneous-graph-neural-network awesome-list
Language:Python 7
bywmm / RE-GNN
Official implementation of "Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding", IEEE TBD 2023.
graph-neural-networks heterogeneous-graph-neural-network heterogeneous-information-networks relation-embeddings
Language:Python 4
CRIPAC-DIG / HeterFC
attention-based-mechanism evidence-based fact-checking heterogeneous-graph-neural-network multitask-learning structured-data unstructured-text
Language:Python 4
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.
deep-graph-infomax dota2 graph-neural-networks heterogeneous-graph-neural-network representation-learning
4
PPMI_MAGNN
nmvdlei / PPMI_MAGNN
Implements the MAGNN algorithm to predict concentration change sign for metabolites using protein-protein-metabolite interaction (PPMI) networks
heterogeneous-graph-neural-network protein-protein-interaction-network magnn graph-representation-learning metabolomics multi-label-classification
Language:Jupyter Notebook 3
KienMN / COVID-19-in-Korea-graph
COVID-19 patient classification in Korea using Heterogeneous Graph Neural Network.
covid-19 classification graph-neural-networks heterogeneous-graph-neural-network
Language:Python 2
geraked / complex-networks
Implementation of Complex Networks Algorithms
amirkabir-university community-detection complex-network complex-networks complex-networks-from-scratch complex-neural-networks cs224w geraked gnn graph-algorithms graph-neural-networks heterogeneous-graph-neural-network influence-maximization outbreak-detection rabist spectral-clustering
Language:Jupyter Notebook 1
RomanoLab / graphml_models
A gallery of graph machine learning (GraphML) models for biomedical knowledge graphs
ai graphml graphs heterogeneous-graph-neural-network knowledge-graph ml
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