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Temporal GNN

9 repositories

TGN: Temporal Graph Networks

Python 1,143 227 Updated May 28, 2024

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

Python 94 29 Updated Aug 25, 2025
Python 77 19 Updated Sep 27, 2022

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

Shell 692 87 Updated Jun 4, 2025

SDG: A Simplified and Dynamic Graph Neural Network, SIGIR 2021

Python 22 4 Updated Mar 12, 2025

Code for paper "Leaping Through Time with Gradient-based Adaptation for Recommendation", AAAI-2022.

1 Updated Dec 14, 2021
Python 1 1 Updated May 25, 2021

A PyTorch implementation of T-GCN

Python 64 9 Updated Apr 16, 2023