links to conference publications in graph-based deep learning
☆5,056Feb 7, 2026Updated 2 months ago
Alternatives and similar repositories for graph-based-deep-learning-literature
Users that are interested in graph-based-deep-learning-literature 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)☆16,754Dec 20, 2023Updated 2 years ago
- Graph Neural Network Library for PyTorch☆23,700Apr 18, 2026Updated last week
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,271Jul 31, 2025Updated 9 months ago
- A comprehensive collection of recent papers on graph deep learning☆3,079Dec 20, 2020Updated 5 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,654Jun 22, 2023Updated 2 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.
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,085May 6, 2025Updated 11 months ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,721Feb 2, 2024Updated 2 years ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,803Mar 18, 2023Updated 3 years ago
- Paper Lists for Graph Neural Networks☆2,298Dec 29, 2023Updated 2 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,378Apr 14, 2023Updated 3 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,522Apr 9, 2022Updated 4 years ago
- How Powerful are Graph Neural Networks?☆1,282Jul 1, 2021Updated 4 years ago
- Graph Convolutional Networks in PyTorch☆5,397Sep 20, 2020Updated 5 years ago
- Papers on Graph neural network(GNN)☆767Sep 18, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Representation learning on large graphs using stochastic graph convolutions.☆3,689Aug 4, 2024Updated last year
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆863Dec 15, 2023Updated 2 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆849Dec 13, 2021Updated 4 years ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,821Feb 1, 2024Updated 2 years ago
- A library for graph deep learning research☆2,001Jul 15, 2024Updated last year
- 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
- Build Graph Nets in Tensorflow☆5,400Dec 12, 2022Updated 3 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆789Mar 24, 2023Updated 3 years ago
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,517Aug 3, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆959Feb 17, 2026Updated 2 months 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
- Strategies for Pre-training Graph Neural Networks☆1,057Jul 29, 2023Updated 2 years ago
- Official Repository of "A Fair Comparison of Graph Neural Networks for Graph Classification", ICLR 2020☆400Jun 17, 2024Updated last year
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆905May 9, 2023Updated 2 years ago
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆476Dec 7, 2022Updated 3 years ago
- Weekly reading group on Graphs at Mila☆280Apr 25, 2019Updated 7 years ago
- Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric☆914Dec 20, 2023Updated 2 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆666Nov 1, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Generate embeddings from large-scale graph-structured data.☆3,458Mar 3, 2024Updated 2 years ago
- A curated list of network embedding techniques.☆2,624Dec 8, 2020Updated 5 years ago
- Representation-Learning-on-Heterogeneous-Graph☆443Mar 13, 2020Updated 6 years ago
- Papers about explainability of GNNs☆799Mar 5, 2026Updated last month
- A curated collection of adversarial attack and defense on graph data.☆585Nov 7, 2023Updated 2 years ago
- A curated list for awesome self-supervised learning for graphs.☆391Oct 25, 2022Updated 3 years ago
- PPNP & APPNP models from "Predict then Propagate: Graph Neural Networks meet Personalized PageRank" (ICLR 2019)☆323Dec 9, 2024Updated last year