Recipe for a General, Powerful, Scalable Graph Transformer
☆883Jul 4, 2024Updated 2 years ago
Alternatives and similar repositories for GraphGPS
Users that are interested in GraphGPS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Exphormer: Sparse Transformer for Graphs☆194Feb 26, 2024Updated 2 years ago
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆133Aug 20, 2025Updated last year
- Papers about graph transformers.☆932Mar 19, 2025Updated last year
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- Graphormer is a general-purpose deep learning backbone for molecular modeling.☆2,481Sep 26, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Pytorch code for Structure-Aware Transformer.☆268Feb 21, 2023Updated 3 years ago
- Code for our paper "Attending to Graph Transformers"☆91Nov 20, 2023Updated 2 years ago
- ☆154Aug 23, 2021Updated 5 years ago
- Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.☆1,032Jul 27, 2021Updated 5 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆266Feb 10, 2022Updated 4 years ago
- [NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch☆350Apr 11, 2023Updated 3 years ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆167Apr 22, 2024Updated 2 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆137Mar 5, 2024Updated 2 years ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆311Mar 4, 2024Updated 2 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.
- Representing Long-Range Context for Graph Neural Networks with Global Attention☆138Apr 22, 2022Updated 4 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,727Feb 2, 2024Updated 2 years ago
- Graph-Mamba: Towards Long-Range Graph Sequence Modelling with Selective State Spaces☆358Feb 2, 2024Updated 2 years ago
- SignNet and BasisNet☆101Jul 25, 2023Updated 3 years ago
- Official Pytorch Implementation of GraphiT☆111Jul 6, 2021Updated 5 years ago
- Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)☆679Aug 16, 2022Updated 4 years ago
- Graphium: Scaling molecular GNNs to infinity.☆246May 6, 2025Updated last year
- The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"☆286Nov 13, 2025Updated 11 months ago
- Graph Positional and Structural Encoder☆57Jan 24, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Graph Transformers for Large Graphs☆22Apr 26, 2024Updated 2 years ago
- Strategies for Pre-training Graph Neural Networks☆1,072Jul 29, 2023Updated 3 years ago
- [ICLR 2023] One Transformer Can Understand Both 2D & 3D Molecular Data (official implementation)☆219Mar 31, 2023Updated 3 years ago
- Platform for designing and evaluating Graph Neural Networks (GNN)☆1,909Nov 10, 2023Updated 2 years ago
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆105Jun 15, 2021Updated 5 years ago
- Benchmark datasets, data loaders, and evaluators for graph machine learning☆2,100May 6, 2025Updated last year
- ☆42Jun 4, 2023Updated 3 years ago
- Edge-Augmented Graph Transformer☆82Feb 16, 2024Updated 2 years ago
- Source code for From Stars to Subgraphs (ICLR 2022)☆72Mar 27, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Repository for benchmarking graph neural networks (JMLR 2023)☆2,670Jun 22, 2023Updated 3 years ago
- Papers about explainability of GNNs☆818Jun 3, 2026Updated 4 months ago
- A library for graph deep learning research☆2,009Jul 15, 2024Updated 2 years ago
- code for the paper "DiGress: Discrete Denoising diffusion for graph generation"☆544Sep 10, 2026Updated last month
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆123Nov 15, 2023Updated 2 years ago
- Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)☆220Sep 20, 2022Updated 4 years ago
- The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"☆312Jul 2, 2025Updated last year