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Stars

GNN

14 repositories

Hyperbolic Graph Convolutional Networks in PyTorch.

Python 605 110 Updated Jul 25, 2024

GraphMAE: Self-supervised Masked Graph Autoencoders

Python 1 Updated May 28, 2022

The implementation of our NeurIPS 2020 paper "Graph Geometry Interaction Learning" (GIL)

Python 45 6 Updated Nov 18, 2020
Python 21 Updated Oct 17, 2020

Code for A Sequential Neural Information Diffusion Model with Structure Attention (CIKM 2018)

Python 16 3 Updated Jan 4, 2019

Topological Recurrent Neural Network for Diffusion Prediction

Python 18 14 Updated Nov 29, 2017

Inf-VAE: A Variational Autoencoder Framework to Integrate Homophily and Influence in Diffusion Prediction

Python 27 9 Updated Oct 16, 2020

Implementation of AAAI22 paper: MS-HGAT: Memory-enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction

Python 35 2 Updated Mar 21, 2023

TKDE 2022. CCCL: Contrastive Cascade Graph Learning.

Python 37 5 Updated Mar 12, 2024

Variational Graph Recurrent Neural Networks - PyTorch

Python 116 32 Updated Jul 8, 2020

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Python 2,974 691 Updated Jul 6, 2023

Graphormer is a general-purpose deep learning backbone for molecular modeling.

Python 2,209 346 Updated Jun 7, 2024

Knowledge Graph Attention Network

Python 40 4 Updated Jan 11, 2021

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

Python 64 14 Updated Aug 3, 2024