heterogeneous-information-networks

There are 4 repositories under heterogeneous-information-networks topic.

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph
Representation-Learning-on-Heterogeneous-Graph
network-embedding heterogeneous-graph representation-learning graph-neural-network network-representation-learning heterogeneous-information-networks deep-learning machine-learning graph-embedding
425
HKUST-KnowComp / FMG
KDD17_FMG
recommender-system factorization-machines heterogeneous-information-networks
Language:MATLAB 137
pcy1302 / DMGI
Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)
unsupervised-learning network-embedding heterogeneous-information-networks node-embeddings multiplex-network graph infomax
Language:Python 136
rootlu / MetaHIN
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
cold-start heterogeneous-graph heterogeneous-information-networks kdd2020 maml meta-learning recommender-systems
Language:Jupyter Notebook 121
chenchongthu / EHCF
This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)
recommender-system multi-behavior heterogeneous-information-networks efficient-algorithm neural neural-networks recommendation multi-relational
Language:Python 103
GentleZhu / HEER
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)
network-embedding heterogeneous-information-networks
Language:Python 65
rootlu / RHINE
Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"
network-embedding heterogeneous-information-networks relational-networks aaai2019
Language:Python 55
rootlu / DyHNE
Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"
dynamic-network-embedding dynamic-networks heterogeneous-information-networks ieee-tkde-paper meta-path
Language:Jupyter Notebook 38
LARS-research / DiffMG
[KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks
graph-neural-networks neural-architecture-search heterogeneous-information-networks
Language:Python 27
sisaman / NPGLM
Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)
social-network-analysis link-prediction recurrent-neural-networks autoencoder machine-learning nonparametric-model heterogeneous-information-networks dynamic-networks
Language:Jupyter Notebook 17
zechengz / hin-dataset
Heterogeneous Information Network Datasets
heterogeneous-information-networks hin meta-path network-embedding
15
hallamlab / pathway2vec
Leveraging Heterogeneous Network Embedding for Metabolic Pathway Prediction
heterogeneous-information-networks metapath pathway-prediction embedding deep-learning bioinformatics metacyc biocyc pathway-tools
Language:Python 14
pcy1302 / TapEM
Task-Guided Pair Embedding in Heterogeneous Network (CIKM 2019)
heterogeneous-network author-identification network-embedding pair-embedding heterogeneous-information-networks
Language:Python 12
JHL-HUST / PMMM
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks
heterogeneous-information-networks
Language:Jupyter Notebook 7
zhiqiangzhongddu / PM-HGNN
[DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)
graph-neural-networks heterogeneous-information-networks pytorch reinforcement-learning
Language:Python 7
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 6
Briggs599 / HinDroid-Malware-Detection-Project
Based on the HinDroid architecture outlined in the following paper: https://www.cse.ust.hk/~yqsong/papers/2017-KDD-HINDROID.pdf
malware-detection svm-kernels graph-theory-algorithms heterogeneous-information-networks hindroid
Language:Jupyter Notebook 4
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
XYGaoG / SNS
CIKM'23 paper: Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks
graph-neural-network heterogeneous-graph heterogeneous-information-networks imbalanced-data imbalanced-node-classification
Language:Python 4
HKUST-KnowComp / NeuPath
The codes for CIKM 2021 paper "Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks"
heterogeneous-information-networks similarity-search
Language:Python 3
nutcrtnk / PGRA
Code for paper "PGRA: Projected Graph Relation-Feature Attention Network for Heterogeneous Information Network Embedding", Information Sciences. 2021.
graph-embedding graph-neural-networks heterogeneous-graph heterogeneous-information-networks
Language:Python 3
ss87021456 / Venue-Prediction
Venue Prediction with bag of words + heterogenous information using sklearn SGDClassifier
heterogeneous-information-networks multi-class-classification venue
Language:Python 3
deancochran / DGL_LFM1b
A Deep Graph Library Custom HeteroGraph implementation of the LFM1b dataset
dgl gnn heterogeneous-graph heterogeneous-information-networks lastfm
Language:Python 1
dkrlab / RWRHN-FF
A random-walk with restart algorithm over an enriched graph constructed using type-2 fuzzy data fusion.
heterogeneous-network random-walk type-2-fuzzy-systems heterogeneous-information-networks
Language:Scala 1
channelit / hin-fusion
HIN using Twitter Data
heterogeneous-information-networks social-networks heterogeneous-network-fusion
Language:Java 0

heterogeneous-information-networks

Jhy1993 / Representation-Learning-on-Heterogeneous-Graph

HKUST-KnowComp / FMG

pcy1302 / DMGI

rootlu / MetaHIN

chenchongthu / EHCF

GentleZhu / HEER

rootlu / RHINE

rootlu / DyHNE

LARS-research / DiffMG

sisaman / NPGLM

zechengz / hin-dataset

hallamlab / pathway2vec

pcy1302 / TapEM

JHL-HUST / PMMM

zhiqiangzhongddu / PM-HGNN

ImMohammadHosseini / HeCo

Briggs599 / HinDroid-Malware-Detection-Project

bywmm / RE-GNN

XYGaoG / SNS

HKUST-KnowComp / NeuPath

nutcrtnk / PGRA

ss87021456 / Venue-Prediction

deancochran / DGL_LFM1b

dkrlab / RWRHN-FF

channelit / hin-fusion