dynamic-graphs

There are 51 repositories under dynamic-graphs topic.

  • KimMeen/Awesome-GNN4TS

    [TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

    57513049

  • Cantoria/dynamic-graph-papers

    Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

    41416264

  • aravindsankar28/DySAT

    Representation learning on dynamic graphs using self-attention networks

    Language:Python27741544

  • domargan/awesome-dynamic-graphs

    A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

    1289017

  • VGraphRNN/VGRNN

    Variational Graph Recurrent Neural Networks - PyTorch

    Language:Python1121532

  • 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:Python9041028

  • KuangenZhang/ldgcnn

    Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

    Language:Python7531219

  • jxh4945777/Social-Knowledge-Graph-Papers

    A paper list of research about social knowledge graph

    60519

  • EdisonLeeeee/SpikeNet

    [AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

    Language:Python56587

  • KimMeen/Neural-Temporal-Walks

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

    Language:Python50218

  • 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:Python46308

  • CRIPAC-DIG/DGCF

    [ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."

    Language:Python42316

  • aravindsankar28/GraFRank

    Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).

    Language:Python32315

  • minjiyoon/KDD19-AnomRank

    Anomaly Detection in Dynamic Graphs

    Language:C++32018

  • shixuansun/RapidFlow

    Source code of "RapidFlow: An Efficient Approach to Continuous Subgraph Matching" published in VLDB'2022 - By Shixuan Sun, Xibo Sun, Bingsheng He and Qiong Luo

    Language:C++28214
  • MultiscaleSnapshots

    eren-ck/MultiscaleSnapshots

    Visual Analysis of Temporal Summaries in Dynamic Graphs (IEEE TVCG)

    Language:JavaScript14238

  • zeno129/DYMOND

    DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.

    Language:Python14102

  • domargan/parallel-packed-csr

    A parallel packed CSR data structure for large-scale dynamic graphs

    Language:C++13304

  • johnny12150/DySAT_python3

    Python 3 supported version for DySAT

    Language:Python13210

  • enoche/tGraphAD

    Research sources on graph-based anomaly detection

    12101

  • gravins/dynamic_graph_benchmark

    The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS

    Language:Python12201

  • gravins/TG-ODE

    Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24

    Language:Python12211

  • simondelarue/dynGNN

    Representation and learning framework for dynamic graphs using Graph Neural Networks.

    Language:Python12301

  • jmftrindade/awesome-temporal-graphs

    A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

    11000

  • zakimjz/dagger-index

    DAGGER: Reachability Index for Dynamic Graphs

    Language:C++9201

  • pedugnat/dynnode2vec

    dynnode2vec is a python package that implements algorithms to embed dynamic graphs

    Language:Python8351

  • KuroginQin/IDEA

    [TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE

    Language:Python7212

  • lkoshale/DA_STAR

    A* ( Star) algorithm for dynamic graphs on GPU

    Language:Cuda7312

  • wondergo2017/sild

    Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"

    Language:Python6201

  • dtortorella/dyngraphesn

    Dynamic Graph Echo State Networks

    Language:MATLAB5101
  • MotionGlyphs

    eren-ck/MotionGlyphs

    Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)

    Language:JavaScript5102

  • StraphX/Straph

    Straph is a Python package for the modelisation, analysis and visualisation of Stream Graphs (https://arxiv.org/abs/1710.04073).

    Language:Python5213

  • wondergo2017/LLM4DyG

    Implementation codes for KDD24 paper "LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?"

    Language:Python4201
  • dg2pix

    eren-ck/dg2pix

    Pixel-Based Visual Analysis of Dynamic Graphs (VDS 2020 at IEEE VIS20)

    Language:JavaScript3111

  • gravins/non-dissipative-propagation-CTDGs

    Official reference implementation of our paper "Long Range Propagation on Continuous-Time Dynamic Graphs" accepted at ICML24 and "Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs" accepted at Temporal Graph Learning Workshop @ NeurIPS 2023

    Language:Python3300

  • senguptaneha/temporalReachabilityC

    ARROW: Approximating Reachability using Random walks Over Web scale graphs

    Language:C++3010