A comprehensive collection of recent papers on graph deep learning
☆3,078Dec 20, 2020Updated 5 years ago
Alternatives and similar repositories for LiteratureDL4Graph
Users that are interested in LiteratureDL4Graph are comparing it to the libraries listed below
Sorting:
- links to conference publications in graph-based deep learning☆5,028Feb 7, 2026Updated 2 weeks ago
- A collection of important graph embedding, classification and representation learning papers with implementations.☆4,806Mar 18, 2023Updated 2 years ago
- Must-read papers on graph neural networks (GNN)☆16,729Dec 20, 2023Updated 2 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,232Jul 31, 2025Updated 6 months ago
- Graph Neural Network Library for PyTorch☆23,498Feb 19, 2026Updated last week
- Build Graph Nets in Tensorflow☆5,394Dec 12, 2022Updated 3 years ago
- GraphVite: A General and High-performance Graph Embedding System☆1,270Jun 14, 2024Updated last year
- Generate embeddings from large-scale graph-structured data.☆3,414Mar 3, 2024Updated last year
- Must-read papers on network representation learning (NRL) / network embedding (NE)☆2,521Aug 3, 2020Updated 5 years ago
- A curated list of network embedding techniques.☆2,625Dec 8, 2020Updated 5 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,648Jun 22, 2023Updated 2 years ago
- Implementation of Graph Convolutional Networks in TensorFlow☆7,360Apr 14, 2023Updated 2 years ago
- Papers on Graph neural network(GNN)☆768Sep 18, 2023Updated 2 years ago
- A collection of various deep learning architectures, models, and tips☆17,430Feb 8, 2024Updated 2 years ago
- Paper Lists for Graph Neural Networks☆2,296Dec 29, 2023Updated 2 years ago
- Graph Markov Neural Networks☆413Jul 8, 2020Updated 5 years ago
- Representation learning on large graphs using stochastic graph convolutions.☆3,657Aug 4, 2024Updated last year
- ☆1,358Dec 15, 2023Updated 2 years ago
- A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).☆1,280Mar 18, 2023Updated 2 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,074May 6, 2025Updated 9 months ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,394Feb 1, 2026Updated 3 weeks ago
- Weekly reading group on Graphs at Mila☆280Apr 25, 2019Updated 6 years ago
- official implementation for the paper "Simplifying Graph Convolutional Networks"☆847Dec 13, 2021Updated 4 years ago
- An Open-Source Package for Network Embedding (NE)☆1,703Jan 10, 2024Updated 2 years ago
- Graph Attention Networks (https://arxiv.org/abs/1710.10903)☆3,498Apr 9, 2022Updated 3 years ago
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,618Jan 12, 2026Updated last month
- Graph Convolutional Networks in PyTorch☆5,400Sep 20, 2020Updated 5 years ago
- Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the mo…☆22,981Jul 28, 2024Updated last year
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,816Feb 1, 2024Updated 2 years ago
- Tensorflow Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org☆629Jan 23, 2020Updated 6 years ago
- A curated list of awesome self-supervised methods☆6,362Updated this week
- Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lect…☆12,794Oct 19, 2024Updated last year
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆787Mar 24, 2023Updated 2 years ago
- TensorFlow 2 library implementing Graph Neural Networks☆374Jul 13, 2023Updated 2 years ago
- How Powerful are Graph Neural Networks?☆1,273Jul 1, 2021Updated 4 years ago
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,528Aug 29, 2021Updated 4 years ago
- PRML algorithms implemented in Python☆11,716Apr 5, 2025Updated 10 months ago
- A curated list of adversarial attacks and defenses papers on graph-structured data.☆860Dec 15, 2023Updated 2 years ago
- This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.☆4,341Jul 25, 2024Updated last year