[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"
☆181Apr 25, 2024Updated 2 years ago
Alternatives and similar repositories for GCA
Users that are interested in GCA are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [GRL+ @ ICML 2020] PyTorch implementation for "Deep Graph Contrastive Representation Learning" (https://arxiv.org/abs/2006.04131v2)☆358Apr 25, 2024Updated 2 years ago
- ☆276Jun 22, 2022Updated 4 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆635Jul 17, 2024Updated 2 years ago
- A curated list for awesome self-supervised learning for graphs.☆391Oct 25, 2022Updated 3 years ago
- DGL Implementation of ICML 2020 Paper 'Contrastive Multi-View Representation Learning on Graphs'☆67Dec 18, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆962Feb 17, 2026Updated 6 months ago
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 3 years ago
- Deep Graph Infomax (https://arxiv.org/abs/1809.10341)☆667Nov 1, 2022Updated 3 years ago
- Codes for 'From Canonical Correlation Analysis to Self-supervised Graph Neural Networks'. https://arxiv.org/abs/2106.12484☆70Nov 29, 2023Updated 2 years ago
- [ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Yo…☆118Sep 9, 2024Updated last year
- Adversarial Graph Augmentation to Improve Graph Contrastive Learning☆93Dec 2, 2021Updated 4 years ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆193Apr 24, 2024Updated 2 years ago
- [ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning"☆47Jun 13, 2022Updated 4 years ago
- GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020☆331Jul 6, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Pytorch implementation of "Large-Scale Representation Learning on Graphs via Bootstrapping"☆83Dec 10, 2021Updated 4 years ago
- Code for KDD'22 paper, COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning☆49Jun 7, 2023Updated 3 years ago
- The PyTorch implementation of Directed Graph Contrastive Learning (DiGCL), NeurIPS-2021☆36Nov 29, 2021Updated 4 years ago
- TKDE'22-GraphCAD: https://arxiv.org/pdf/2108.07516.pdf☆34Oct 2, 2022Updated 3 years ago
- The official source code for "Augmentation-Free Self-Supervised Learning on Graphs"☆79Apr 4, 2022Updated 4 years ago
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆89Aug 27, 2023Updated 3 years ago
- The source code of HeCo☆173Apr 8, 2022Updated 4 years ago
- [ICLR 2022] Implementation of paper "Automated Self-Supervised Learning for Graphs"☆42Jul 25, 2022Updated 4 years ago
- The code for "SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization"☆15Mar 10, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- IJCAI 2022 Attributed Graph Clustering with Dual Redundancy Reduction☆15Oct 27, 2024Updated last year
- Implementation of Self-supervised Graph-level Representation Learning with Local and Global Structure (ICML 2021).☆81Jun 9, 2021Updated 5 years ago
- The source code of SpCo☆35May 17, 2023Updated 3 years ago
- Neighbor Contrastive Learning on Learnable Graph Augmentation☆39Jun 25, 2024Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,728Feb 2, 2024Updated 2 years ago
- The Pytorch implementation demo for our TMM article: Self-consistent Contrastive Attributed Graph Clustering with Pseudo-label Prompt.☆15Dec 6, 2022Updated 3 years ago
- Graph Representation Learning via Graphical Mutual Information Maximization☆117May 5, 2020Updated 6 years ago
- Graph Masked Autoencoders☆28Aug 28, 2022Updated 4 years ago
- ☆21Jun 15, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [IJCAI 2021] A PyTorch implementation of "Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning".☆41Oct 13, 2022Updated 3 years ago
- Graph Debiased Contrastive Learning with Joint Representation Clustering☆26May 10, 2023Updated 3 years ago
- IJCAI 2022- Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering☆21Apr 24, 2023Updated 3 years ago
- [PAKDD 2021] Graph InfoClust: Leveraging cluster-level node information for unsupervised graph representation learning☆34Mar 24, 2022Updated 4 years ago
- A curated list of graph data augmentation papers.☆312Apr 17, 2024Updated 2 years ago
- ☆33Dec 13, 2020Updated 5 years ago
- Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" …☆324Dec 27, 2023Updated 2 years ago