Paper Lists for Graph Neural Networks
☆2,298Dec 29, 2023Updated 2 years ago
Alternatives and similar repositories for Awesome-Graph-Neural-Networks
Users that are interested in Awesome-Graph-Neural-Networks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Must-read papers on graph neural networks (GNN)☆16,763Dec 20, 2023Updated 2 years ago
- links to conference publications in graph-based deep learning☆5,057Feb 7, 2026Updated 2 months ago
- Graph Neural Network Library for PyTorch☆23,716Updated this week
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,803Mar 18, 2023Updated 3 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,271Jul 31, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Papers on Graph neural network(GNN)☆767Sep 18, 2023Updated 2 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,653Jun 22, 2023Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,722Feb 2, 2024Updated 2 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,378Apr 14, 2023Updated 3 years ago
- A comprehensive collection of recent papers on graph deep learning☆3,079Dec 20, 2020Updated 5 years ago
- Graph Convolutional Networks in PyTorch☆5,398Sep 20, 2020Updated 5 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,526Apr 9, 2022Updated 4 years ago
- How Powerful are Graph Neural Networks?☆1,282Jul 1, 2021Updated 4 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,689Aug 4, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆905May 9, 2023Updated 2 years ago
- 《深入浅出图神经网络:GNN原理解析》配套代码☆1,921Feb 24, 2021Updated 5 years ago
- Build Graph Nets in Tensorflow☆5,400Dec 12, 2022Updated 3 years ago
- resources for graph convolutional networks (图卷积神经网络相关资源)☆913Jul 12, 2019Updated 6 years ago
- Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org☆1,189Jul 31, 2022Updated 3 years ago
- Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)☆3,121Jul 6, 2023Updated 2 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,085May 6, 2025Updated 11 months ago
- Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.☆852Jan 11, 2023Updated 3 years ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,279Mar 18, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Graph Convolutional Networks (GCNs)☆918Feb 9, 2018Updated 8 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆666Nov 1, 2022Updated 3 years ago
- A PyTorch implementation of "Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks" (KDD 2019).☆806Nov 6, 2022Updated 3 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆849Dec 13, 2021Updated 4 years ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆863Dec 15, 2023Updated 2 years ago
- A curated list of awesome self-supervised methods☆6,384Feb 24, 2026Updated 2 months ago
- GraphGallery is a gallery for benchmarking Graph Neural Networks☆475Aug 14, 2023Updated 2 years ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,821Feb 1, 2024Updated 2 years ago
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,231Mar 28, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Graph Neural Network☆268Aug 6, 2021Updated 4 years ago
- Generate embeddings from large-scale graph-structured data.☆3,458Mar 3, 2024Updated 2 years ago
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,517Aug 3, 2020Updated 5 years ago
- Simple reference implementation of GraphSAGE.☆1,046May 11, 2020Updated 5 years ago
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆525Nov 7, 2019Updated 6 years ago
- Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering☆1,369Jun 13, 2020Updated 5 years ago
- TensorFlow implementations of Graph Neural Networks☆933Nov 28, 2022Updated 3 years ago