heterogeneous-information-networks

There are 25 repositories under heterogeneous-information-networks topic.

  • Jhy1993/Representation-Learning-on-Heterogeneous-Graph

    Representation-Learning-on-Heterogeneous-Graph

    43619084

  • pcy1302/DMGI

    Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

    Language:Python14751224

  • HKUST-KnowComp/FMG

    KDD17_FMG

    Language:MATLAB138183055

  • rootlu/MetaHIN

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

    Language:Jupyter Notebook12511941

  • chenchongthu/EHCF

    This is our implementation of EHCF: Efficient Heterogeneous Collaborative Filtering (AAAI 2020)

    Language:Python10531728

  • GentleZhu/HEER

    Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks(KDD'18)

    Language:Python65121216

  • rootlu/RHINE

    Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"

    Language:Python553514

  • rootlu/DyHNE

    Code and dataset for IEEE TKDE paper "Dynamic Heterogeneous Information Network Embedding with Meta-path based Proximity"

    Language:Jupyter Notebook40259

  • LARS-research/DiffMG

    [KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks

    Language:Python29316

  • sisaman/NPGLM

    Continuous-Time Relationship Prediction in Dynamic Heterogeneous Information Networks (TKDD 2019)

    Language:Jupyter Notebook17312

  • zechengz/hin-dataset

    Heterogeneous Information Network Datasets

    16106

  • hallamlab/pathway2vec

    Leveraging Heterogeneous Network Embedding for Metabolic Pathway Prediction

    Language:Python15413

  • pcy1302/TapEM

    Task-Guided Pair Embedding in Heterogeneous Network (CIKM 2019)

    Language:Python12303

  • zhiqiangzhongddu/PM-HGNN

    [DMKD-ECMLPKDD] Personalised Meta-path Generation for Heterogeneous Graph Neural Networks (https://arxiv.org/abs/2010.13735)

    Language:Python9204

  • ImMohammadHosseini/HeCo

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

    Language:Python8200

  • JHL-HUST/PMMM

    Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks

    Language:Jupyter Notebook7161

  • 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

    Language:Jupyter Notebook5101

  • XYGaoG/SNS

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

    Language:Python5200

  • bywmm/RE-GNN

    Official implementation of "Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding", IEEE TBD 2023.

    Language:Python4200

  • HKUST-KnowComp/NeuPath

    The codes for CIKM 2021 paper "Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks"

    Language:Python3202

  • nutcrtnk/PGRA

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

    Language:Python3100

  • ss87021456/Venue-Prediction

    Venue Prediction with bag of words + heterogenous information using sklearn SGDClassifier

    Language:Python3001

  • deancochran/DGL_LFM1b

    A Deep Graph Library Custom HeteroGraph implementation of the LFM1b dataset

    Language:Python1200

  • dkrlab/RWRHN-FF

    A random-walk with restart algorithm over an enriched graph constructed using type-2 fuzzy data fusion.

    Language:Scala1202

  • channelit/hin-fusion

    HIN using Twitter Data

    Language:Java0201