Papers about graph transformers.
☆926Mar 19, 2025Updated last year
Alternatives and similar repositories for awesome-graph-transformer
Users that are interested in awesome-graph-transformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Recipe for a General, Powerful, Scalable Graph Transformer☆845Jul 4, 2024Updated last year
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,718Feb 2, 2024Updated 2 years ago
- Accompanied repositories for our paper Graph foundation model☆233Nov 11, 2024Updated last year
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆169Apr 22, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆313Mar 4, 2024Updated 2 years ago
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- [NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch☆346Apr 11, 2023Updated 3 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆135Mar 5, 2024Updated 2 years ago
- Code for our paper "Attending to Graph Transformers"☆92Nov 20, 2023Updated 2 years ago
- Graph Transformer Architecture. Source code for "A Generalization of Transformer Networks to Graphs", DLG-AAAI'21.☆1,025Jul 27, 2021Updated 4 years ago
- Graphormer is a general-purpose deep learning backbone for molecular modeling.☆2,436Jun 7, 2024Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,422Nov 5, 2025Updated 5 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Papers about out-of-distribution generalization on graphs.☆168Jun 5, 2023Updated 2 years ago
- Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)☆680Aug 16, 2022Updated 3 years ago
- ☆92Oct 23, 2023Updated 2 years ago
- Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)☆1,083Feb 15, 2023Updated 3 years ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆318Mar 10, 2025Updated last year
- Papers about explainability of GNNs☆798Mar 5, 2026Updated last month
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆982Mar 2, 2025Updated last year
- Awesome Papers About Performing Prompting On Graphs☆421May 15, 2025Updated 11 months ago
- A graph transformer framework☆77Jul 14, 2022Updated 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.
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs☆115Nov 14, 2021Updated 4 years ago
- The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"☆277Nov 13, 2025Updated 5 months ago
- NeurIPS'22 Spotlight paper "Hierarchical Graph Transformer with Adaptive Node Sampling"☆51Oct 18, 2023Updated 2 years ago
- Official Pytorch code for Structure-Aware Transformer.☆262Feb 21, 2023Updated 3 years ago
- links to conference publications in graph-based deep learning☆5,046Feb 7, 2026Updated 2 months ago
- A pytorch implementation of graph transformer for node classification☆33May 3, 2023Updated 2 years ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆250May 18, 2024Updated last year
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆129Aug 20, 2025Updated 7 months ago
- ☆25Apr 3, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆268Apr 14, 2025Updated last year
- ☆155Aug 23, 2021Updated 4 years ago
- List of papers on NeurIPS2023☆90Nov 15, 2023Updated 2 years ago
- PyGCL: A PyTorch Library for Graph Contrastive Learning☆959Feb 17, 2026Updated last month
- Must-read papers on graph foundation models (GFMs)☆370Aug 24, 2025Updated 7 months ago
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆124Nov 15, 2023Updated 2 years ago
- Exphormer: Sparse Transformer for Graphs☆188Feb 26, 2024Updated 2 years ago