dynamic-graph-embedding

There are 9 repositories under dynamic-graph-embedding topic.

  • SpaceLearner/Awesome-DynamicGraphLearning

    Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

    Language:Shell68714586

  • cchao0116/EasyDGL

    Code for paper "EasyDGL: Encode, Train and Interpret for Continuous-time Dynamic Graph Learning"

    Language:Python1231117

  • jhljx/CTGCN

    CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

    Language:Python9421029

  • CRIPAC-DIG/DGSR

    [TKDE 2022] The source code of "Dynamic Graph Neural Networks for Sequential Recommendation"

    Language:Python6711815

  • houchengbin/GloDyNE

    GloDyNE: Global Topology Preserving Dynamic Network Embedding (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9302718

    Language:Python653219

  • doujiang-zheng/Dynamic-Temporal-Graph-Learning-Reading-List

    Advances on machine learning of dynamic (temporal) graphs, covering the reading list of recent top academic conferences.

    63115

  • KuroginQin/OpenTLP

    [ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

    Language:Python59409

  • KimMeen/Neural-Temporal-Walks

    [NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"

    Language:Python541112

  • CRIPAC-DIG/DyGCN

    Code for "DyGCN: Dynamic Graph Embedding with Graph Convolutional Network"

    Language:Python38225