Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.
☆1,020Jul 27, 2021Updated 4 years ago
Alternatives and similar repositories for graphtransformer
Users that are interested in graphtransformer are comparing it to the libraries listed below
Sorting:
- Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)☆1,080Feb 15, 2023Updated 3 years ago
- Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)☆679Aug 16, 2022Updated 3 years ago
- Graphormer is a general-purpose deep learning backbone for molecular modeling.☆2,426Jun 7, 2024Updated last year
- ☆155Aug 23, 2021Updated 4 years ago
- Recipe for a General, Powerful, Scalable Graph Transformer☆839Jul 4, 2024Updated last year
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,650Jun 22, 2023Updated 2 years ago
- Official Pytorch Implementation of GraphiT☆110Jul 6, 2021Updated 4 years ago
- Papers about graph transformers.☆920Mar 19, 2025Updated last year
- Official Pytorch code for Structure-Aware Transformer.☆263Feb 21, 2023Updated 3 years ago
- Source code of Graph-Bert☆506Jul 24, 2023Updated 2 years ago
- Representing Long-Range Context for Graph Neural Networks with Global Attention☆136Apr 22, 2022Updated 3 years ago
- [NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch☆344Apr 11, 2023Updated 2 years ago
- Code for KDD'20 "Generative Pre-Training of Graph Neural Networks"☆498Jul 25, 2024Updated last year
- Strategies for Pre-training Graph Neural Networks☆1,054Jul 29, 2023Updated 2 years ago
- Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric☆901Dec 20, 2023Updated 2 years ago
- Python package built to ease deep learning on graph, on top of existing DL frameworks.☆14,245Jul 31, 2025Updated 7 months ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,077May 6, 2025Updated 10 months ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,713Feb 2, 2024Updated 2 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆136Mar 5, 2024Updated 2 years ago
- Transformers are Graph Neural Networks!☆54Dec 27, 2020Updated 5 years ago
- Code for the paper "How Attentive are Graph Attention Networks?" (ICLR'2022)☆362Apr 5, 2022Updated 3 years ago
- A library for graph deep learning research☆2,002Jul 15, 2024Updated last year
- Graph Neural Network Library for PyTorch☆23,565Updated this week
- This is a Pytorch implementation of the paper: Self-Supervised Graph Transformer on Large-Scale Molecular Data☆386Feb 25, 2026Updated 3 weeks ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆169Apr 22, 2024Updated last year
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,877Nov 10, 2023Updated 2 years ago
- Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org☆1,187Jul 31, 2022Updated 3 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- Edge-Augmented Graph Transformer☆52Jun 7, 2022Updated 3 years ago
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆62Aug 16, 2022Updated 3 years ago
- Code for our paper "Attending to Graph Transformers"☆92Nov 20, 2023Updated 2 years ago
- Implementation of Principal Neighbourhood Aggregation for Graph Neural Networks in PyTorch, DGL and PyTorch Geometric☆356Jun 12, 2025Updated 9 months ago
- Papers about developing deep Graph Neural Networks (GNNs)☆295Mar 29, 2023Updated 2 years ago
- Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"☆191Jul 25, 2024Updated last year
- links to conference publications in graph-based deep learning☆5,037Feb 7, 2026Updated last month
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆267Feb 10, 2022Updated 4 years ago
- How Powerful are Graph Neural Networks?☆1,276Jul 1, 2021Updated 4 years ago
- SignNet and BasisNet☆102Jul 25, 2023Updated 2 years ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆313Mar 4, 2024Updated 2 years ago