Official implementation of our FLAG paper (CVPR2022)
☆144Apr 2, 2022Updated 3 years ago
Alternatives and similar repositories for FLAG
Users that are interested in FLAG are comparing it to the libraries listed below
Sorting:
- AAAI'21: Data Augmentation for Graph Neural Networks☆195Apr 24, 2024Updated last year
- ☆24Jan 27, 2022Updated 4 years ago
- [NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang…☆621Jul 17, 2024Updated last year
- graph learning code for ogb☆24Jul 21, 2021Updated 4 years ago
- [ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Yo…☆116Sep 9, 2024Updated last year
- ☆26Dec 14, 2021Updated 4 years ago
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆86Aug 27, 2023Updated 2 years ago
- ☆11Jun 21, 2022Updated 3 years ago
- ☆54Sep 11, 2021Updated 4 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Sep 7, 2023Updated 2 years ago
- Node Dependent Local Smoothing for Scalable Graph Learning (NeurIPS'21, Spotlight)☆22Mar 21, 2022Updated 3 years ago
- [ICLR 2021] Combining Label Propagation and Simple Models Out-performs Graph Neural Networks (https://arxiv.org/abs/2010.13993)☆294Apr 21, 2021Updated 4 years ago
- Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch☆166Aug 30, 2022Updated 3 years ago
- A tensorflow implementation of GCN-LPA☆99Feb 18, 2020Updated 6 years ago
- Low Rank Global Attention for Graph Neural Networks☆12Aug 5, 2020Updated 5 years ago
- GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training @ KDD 2020☆333Jul 6, 2023Updated 2 years ago
- Representing Long-Range Context for Graph Neural Networks with Global Attention☆134Apr 22, 2022Updated 3 years ago
- A curated list of graph data augmentation papers.☆311Apr 17, 2024Updated last year
- Code for "SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism"☆62May 7, 2021Updated 4 years ago
- [ICLR 2023] "Graph Domain Adaptation via Theory-Grounded Spectral Regularization" by Yuning You, Tianlong Chen, Zhangyang Wang, Yang Shen☆23Feb 27, 2023Updated 3 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,711Feb 2, 2024Updated 2 years ago
- Adversarial Graph Augmentation to Improve Graph Contrastive Learning☆92Dec 2, 2021Updated 4 years ago
- Code of Heterogeneous interpolation on graph, which is a solution for OGB challenge☆18Dec 28, 2021Updated 4 years ago
- [ICML2022] G-Mixup: Graph Data Augmentation for Graph Classification☆104Feb 29, 2024Updated 2 years ago
- ☆275Jun 22, 2022Updated 3 years ago
- Python code associated with the paper "A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening'' (NeurIPS, 2019)☆16Jun 9, 2020Updated 5 years ago
- ☆155Aug 23, 2021Updated 4 years ago
- [ICLR 2020; IPDPS 2019] Fast and accurate minibatch training for deep GNNs and large graphs (GraphSAINT: Graph Sampling Based Inductive L…☆507Aug 12, 2022Updated 3 years ago
- Graph Injection Adversarial Attack & Defense Dataset , extracted from KDD CUP 2020 ML2 Track☆22Aug 19, 2024Updated last year
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Apr 4, 2021Updated 4 years ago
- ☆138Jul 9, 2023Updated 2 years ago
- ☆57Oct 29, 2021Updated 4 years ago
- Strategies for Pre-training Graph Neural Networks☆1,051Jul 29, 2023Updated 2 years ago
- Papers about out-of-distribution generalization on graphs.☆168Jun 5, 2023Updated 2 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,074May 6, 2025Updated 9 months ago
- Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures☆49Jan 24, 2022Updated 4 years ago
- [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)☆107Dec 19, 2022Updated 3 years ago
- A library for graph deep learning research☆2,000Jul 15, 2024Updated last year
- SIGN: Scalable Inception Graph Network☆95Nov 3, 2020Updated 5 years ago