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Projects in Awesome Lists tagged with dynamic-graphs

A curated list of projects in awesome lists tagged with dynamic-graphs .

https://github.com/aravindsankar28/DySAT

Representation learning on dynamic graphs using self-attention networks

dynamic-graphs graph-embedding graph-neural-network self-attention

Last synced: 21 Jul 2025

https://github.com/KuangenZhang/ldgcnn

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

cnn dynamic-graphs modelnet-dataset point-cloud point-cloud-classification point-cloud-segmentation shapenet-dataset

Last synced: 20 Mar 2025

https://github.com/EdisonLeeeee/SpikeNet

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

dynamic-graphs graph-neural-networks spiking-neural-networks temporal-graph-networks

Last synced: 22 Jul 2025

https://github.com/kimmeen/neural-temporal-walks

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

dynamic-graph-embedding dynamic-graphs graph-neural-networks graph-representation-learning

Last synced: 23 Apr 2025

https://github.com/CRIPAC-DIG/DGCF

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

collaborative-filtering dynamic-graphs recommender-system

Last synced: 20 Jul 2025

https://github.com/edisonleeeee/spikenet

[AAAI23] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

dynamic-graphs graph-neural-networks spiking-neural-networks temporal-graph-networks

Last synced: 04 May 2025

https://github.com/gravins/dynamic_graph_benchmark

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

benchmark dynamic-graphs graph-neural-networks graphneuralnetwork

Last synced: 15 Jul 2025

https://github.com/gravins/tg-ode

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

dynamic-graphs graph-neural-networks graphneuralnetwork ordinary-differential-equations temporal-graphs

Last synced: 07 Sep 2025

https://github.com/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

dynamic-graphs graph-neural-networks graphneuralnetwork ordinary-differential-equations

Last synced: 15 Apr 2025

https://github.com/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.

dynamic-graph-algorithm dynamic-graphs graph java jgrapht

Last synced: 24 Mar 2025