GitHub topics: dynamic-graphs
KimMeen/Awesome-GNN4TS
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
Size: 298 KB - Last synced at: 11 days ago - Pushed at: 9 months ago - Stars: 752 - Forks: 64
EdisonLeeeee/SpikeNet
[AAAI 2023] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
Language: Python - Size: 980 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 66 - Forks: 6
Cantoria/dynamic-graph-papers
Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph
Size: 72.3 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 441 - Forks: 64
gravins/dynamic_graph_benchmark
The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks" accepted at IEEE TNNLS
Language: Python - Size: 615 KB - Last synced at: 27 days ago - Pushed at: 10 months ago - Stars: 22 - Forks: 3
uzh-rpg/gg_ssms
[CVPR'25] The official implementation of "GG-SSMs: Graph-Generating State Space Models"
Language: Python - Size: 1.17 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0
gravins/TG-ODE
Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24
Language: Python - Size: 41.4 MB - Last synced at: 27 days ago - Pushed at: 8 months ago - Stars: 19 - Forks: 2
KuangenZhang/ldgcnn
Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features
Language: Python - Size: 42.5 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 77 - Forks: 19
zjunet/CrossLink
About [WWW 2025] Official implementation of <One Graph Model for Cross-domain Dynamic Link Prediction>
Size: 2.55 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0
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
Size: 64.5 KB - Last synced at: about 3 hours ago - Pushed at: about 2 years ago - Stars: 137 - Forks: 16
Wind-Flipped/DyG-Hallucination
Cocktail dynamic graph prompting technique in LLM for hallucination
Language: Python - Size: 1.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 3 - Forks: 0
pedugnat/dynnode2vec
dynnode2vec is a python package that implements algorithms to embed dynamic graphs
Language: Python - Size: 36.7 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 1
jmftrindade/awesome-temporal-graphs Fork of 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
Size: 54.7 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 0
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: Python - Size: 173 MB - Last synced at: 27 days ago - Pushed at: 4 months ago - Stars: 7 - Forks: 2
weichow23/CrossLink
About Official Implementation of CrossLink (WWW 2025)
Size: 2.56 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 0
NemesLaszlo/GraphS-system
This repository contains a our work about the "Real-time Constrained Cycle Detection in Large Dynamic Graphs" paper, which present a GraphS system to efficiently detect constrained cycles in a dynamic graph, which is changing constantly, and return the satisfying cycles in real-time.
Language: Java - Size: 18.6 KB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
domargan/parallel-packed-csr
A parallel packed CSR data structure for large-scale dynamic graphs
Language: C++ - Size: 17.4 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 4
jxh4945777/Social-Knowledge-Graph-Papers
A paper list of research about social knowledge graph
Size: 146 KB - Last synced at: 11 days ago - Pushed at: over 2 years ago - Stars: 63 - Forks: 9
ChrisBotos/Dynamic_Graphs_with_Pygame
This is a python library created using pygame that manages the creation of graphs that update dynamically displaying the changes of x and y over time.
Language: Python - Size: 2.6 MB - Last synced at: 24 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0
KimMeen/Neural-Temporal-Walks
[NeurIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"
Language: Python - Size: 173 KB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 53 - Forks: 10
barkincavdaroglu/Link-Prediction-Mesh-Network
PyTorch Implementation of a Deep Learning Model for Temporal Link Prediction in MANETs
Language: Python - Size: 1.23 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1
aravindsankar28/DySAT
Representation learning on dynamic graphs using self-attention networks
Language: Python - Size: 2.39 MB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 282 - Forks: 44
erfanloghmani/myket-android-application-market-dataset
This Myket Dataset comprises Android application install interactions from a subset of users in the Myket Android application market.
Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
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: Python - Size: 12.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 48 - Forks: 8
CRIPAC-DIG/DGCF
[ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."
Language: Python - Size: 334 KB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 43 - Forks: 6
wondergo2017/LLM4DyG
Implementation codes for KDD24 paper "LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?"
Language: Python - Size: 14.8 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 4 - Forks: 1
simondelarue/dynGNN
Representation and learning framework for dynamic graphs using Graph Neural Networks.
Language: Python - Size: 88 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 12 - Forks: 1
LyoAI/tgn-aa Fork of twitter-research/tgn
TGN-AA: Temporal Graph Networks with attention-based aggregator
Language: Python - Size: 1020 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
ansonb/EFT
The code for our ICLR 2024 paper: "Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs"
Language: Python - Size: 7.21 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
wondergo2017/sild
Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"
Language: Python - Size: 2.29 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
minjiyoon/KDD19-AnomRank
Anomaly Detection in Dynamic Graphs
Language: C++ - Size: 3.42 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 27 - Forks: 7
zeno129/DYANE
DYnamic Attributed Node rolEs (DYANE) is an attributed dynamic-network generative model based on temporal motifs and attributed node behavior.
Language: Python - Size: 2.97 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
NemesLaszlo/Random-Walk-On-Graphs Fork of Spiler98/Random-Walk-On-Graphs
This repository contains a our work about the "How to Explore a Fast-Changing World" paper, where we cover the simple random walk on directed graphs and undirected graphs and the lazy random walk on dynamic graphs. In terms of the cover time.
Language: Java - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0
StraphX/Straph
Straph is a Python package for the modelisation, analysis and visualisation of Stream Graphs (https://arxiv.org/abs/1710.04073).
Language: Python - Size: 15.4 MB - Last synced at: 21 days ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 3
simondelarue/TemporalRandomWalk
Given a temporal network, performs Temporal Random Walk using different sampling strategies.
Language: Python - Size: 1.31 MB - Last synced at: 10 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
zeno129/DYMOND
DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.
Language: Python - Size: 5.63 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1
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: Python - Size: 25.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 72 - Forks: 23
johnaaron-git/masters-thesis
A survey of 'explainable' deep learning anomaly detection methods that are compatible with dynamic graph data
Language: TeX - Size: 3.08 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
enoche/tGraphAD
Research sources on graph-based anomaly detection
Size: 105 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 1
VGraphRNN/VGRNN
Variational Graph Recurrent Neural Networks - PyTorch
Language: Python - Size: 9.55 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 95 - Forks: 31
eren-ck/dg2pix
Pixel-Based Visual Analysis of Dynamic Graphs (VDS 2020 at IEEE VIS20)
Language: JavaScript - Size: 37.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
aravindsankar28/GraFRank
Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).
Language: Python - Size: 156 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 26 - Forks: 2
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++ - Size: 33.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 8 - Forks: 1
eren-ck/MultiscaleSnapshots
Visual Analysis of Temporal Summaries in Dynamic Graphs (IEEE TVCG)
Language: JavaScript - Size: 13.4 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 8
zakimjz/dagger-index
DAGGER: Reachability Index for Dynamic Graphs
Language: C++ - Size: 136 MB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 6 - Forks: 1
ytchx1999/TGN-DGraphFin
TGN for anomaly detection in DGraph-Fin dataset. (Top2 🥈 solution in DGraph-Fin Leaderboard) https://dgraph.xinye.com/
Language: Python - Size: 57.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
eren-ck/MotionGlyphs
Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)
Language: JavaScript - Size: 18.4 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2
dtortorella/dyngraphesn
Dynamic Graph Echo State Networks
Language: MATLAB - Size: 2.18 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1
johnny12150/DySAT_python3
Python 3 supported version for DySAT
Language: Python - Size: 2.42 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0
Bleskocvok/dyng
Simple C++ library for dynamic graph layout.
Language: C++ - Size: 4.25 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
lkoshale/DA_STAR
A* ( Star) algorithm for dynamic graphs on GPU
Language: Cuda - Size: 10.7 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1
salt-die/gract
dynamic graphs from asynchronous nodes
Language: Python - Size: 54.7 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
ferencberes/msc-thesis
Repository for my applied mathematician master thesis
Language: C++ - Size: 4.63 MB - Last synced at: about 2 years ago - Pushed at: almost 10 years ago - Stars: 1 - Forks: 0
