LirongWu / awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
☆1,384Updated 5 months ago
Alternatives and similar repositories for awesome-graph-self-supervised-learning:
Users that are interested in awesome-graph-self-supervised-learning are comparing it to the libraries listed below
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆915Updated 6 months ago
- A curated list for awesome graph representation learning resources.☆152Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,634Updated 11 months ago
- A curated list for awesome self-supervised learning for graphs.☆380Updated 2 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆569Updated 6 months ago
- Strategies for Pre-training Graph Neural Networks☆981Updated last year
- Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).☆857Updated last week
- Bag of Tricks for Graph Neural Networks.☆288Updated 6 months ago
- [GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)☆317Updated 8 months ago
- A Unified Python Library for Graph Prompting☆524Updated last month
- GraphMAE: Self-Supervised Masked Graph Autoencoders in KDD'22☆488Updated last year
- Papers about graph transformers.☆827Updated 9 months ago
- AKGR: Awesome Knowledge Graph Reasoning is a collection of knowledge graph reasoning works, including papers, codes and datasets☆1,194Updated 3 weeks ago
- Papers about developing deep Graph Neural Networks (GNNs)☆302Updated last year
- Papers about explainability of GNNs☆681Updated last month
- This is a Pytorch implementation of paper: DropEdge: Towards Deep Graph Convolutional Networks on Node Classification☆471Updated 2 years ago
- This repository implements variational graph auto encoder by Thomas Kipf.☆395Updated 3 years ago
- CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)☆1,753Updated 11 months ago
- Paper list about hyperbolic embedding, hyperbolic models,hyperbolic applications☆409Updated last week
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆299Updated 10 months ago
- Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).☆613Updated 3 weeks ago
- Awesome Papers About Performing Prompting On Graphs☆365Updated 3 months ago
- ☆312Updated 2 weeks ago
- Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"☆491Updated 5 months ago
- Graph Auto-Encoder in PyTorch☆421Updated 10 months ago
- Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph☆433Updated last year
- Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)☆661Updated 2 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆633Updated 2 years ago
- GraphGallery is a gallery for benchmarking Graph Neural Networks, From InplusLab.☆461Updated last year
- A curated list of graph data augmentation papers.☆303Updated 9 months ago