☆179Nov 2, 2023Updated 2 years ago
Alternatives and similar repositories for graphworld
Users that are interested in graphworld are comparing it to the libraries listed below
Sorting:
- Rex Ying's Ph.D. Thesis, Stanford University☆42Jun 16, 2022Updated 3 years ago
- [ICLR 2023] Link Prediction with Non-Contrastive Learning☆25Jan 13, 2023Updated 3 years ago
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆98Apr 25, 2022Updated 3 years ago
- GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]☆207Feb 21, 2025Updated last year
- Recipe for a General, Powerful, Scalable Graph Transformer☆841Jul 4, 2024Updated last year
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,077May 6, 2025Updated 10 months ago
- NeurIPS'22 Oral: EquiVSet - Learning Neural Set Functions Under the Optimal Subset Oracle☆21Dec 23, 2022Updated 3 years ago
- A Graph Neural Network Library in Jax☆1,465Mar 18, 2024Updated 2 years ago
- ☆155Aug 23, 2021Updated 4 years ago
- A clean and structured implementation of Transformer with wandb and pytorch-lightning☆69Nov 10, 2022Updated 3 years ago
- "Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training Data" (NeurIPS 21')☆49Jun 3, 2022Updated 3 years ago
- Implementation of WSDM2019 -- Interactive Anomaly Detection on Attributed Networks☆14Mar 15, 2021Updated 5 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,715Feb 2, 2024Updated 2 years ago
- Code for "Sequential Recommendation for Cold-start Users with Meta Transitional Learning" (SIGIR2021)☆21Nov 23, 2021Updated 4 years ago
- Equivariant Mesh Attention Networks☆20Aug 30, 2022Updated 3 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆88Aug 27, 2023Updated 2 years ago
- Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards a…☆86Jun 16, 2025Updated 9 months ago
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆356Jun 12, 2025Updated 9 months ago
- Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.☆13Feb 8, 2025Updated last year
- PPRGo model in PyTorch, as proposed in "Scaling Graph Neural Networks with Approximate PageRank" (KDD 2020)☆127Apr 5, 2022Updated 3 years ago
- Variational Graph Convolutional Networks☆23Oct 16, 2020Updated 5 years ago
- Implementation of Active Anomaly Discovery (AAD) in Python☆15Dec 19, 2017Updated 8 years ago
- ☆32Sep 22, 2021Updated 4 years ago
- Code for "Random Features Strengthen Graph Neural Networks" (SDM 2021)☆22Jan 18, 2021Updated 5 years ago
- PyTorch Implementation for "Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning" (AAAI2023)☆25Feb 12, 2025Updated last year
- ☆49Feb 13, 2022Updated 4 years ago
- This repo contains a reference implementation for the paper "Breaking the Limit of Graph Neural Networks by Improving the Assortativity o…☆32Dec 2, 2021Updated 4 years ago
- This Repository includes DGL tutorials and various information related to graph neural networks.☆31Dec 5, 2023Updated 2 years ago
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,650Jun 22, 2023Updated 2 years ago
- Official repository for ICLR'23 paper: Multi-task Self-supervised Graph Neural Network Enable Stronger Task Generalization☆38Jan 30, 2023Updated 3 years ago
- (CIKM'21) Variational Graph Normalized Auto-Encoders☆38Mar 8, 2022Updated 4 years ago
- ☆31Jan 29, 2024Updated 2 years ago
- [NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch☆344Apr 11, 2023Updated 2 years ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆194Apr 24, 2024Updated last year
- [NeurIPS 2021]: Improve the GNN expressivity and scalability by decoupling the depth and receptive field of state-of-the-art GNN architec…☆135Mar 18, 2022Updated 4 years ago
- Code for reproducing results in GraphMix paper☆72Nov 22, 2022Updated 3 years ago
- Official Implementation of Half-Hop☆20Oct 10, 2023Updated 2 years ago
- [VLDB'22] SUREL is a novel walk-based computation framework for efficient subgraph-based graph representation learning.☆20Apr 10, 2025Updated 11 months ago