Code for our paper "Attending to Graph Transformers"
☆91Nov 20, 2023Updated 2 years ago
Alternatives and similar repositories for probing-graph-transformers
Users that are interested in probing-graph-transformers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Taxonomy of Benchmarks in Graph Representation Learning☆21Dec 1, 2022Updated 3 years ago
- Recipe for a General, Powerful, Scalable Graph Transformer☆866Jul 4, 2024Updated 2 years ago
- The OGB-LSC is the Large Scale Competition by Open Graph Benchmark to help accelerate research into machine learning on graph structured …☆78Jul 25, 2024Updated last year
- Influence-Based Mini-Batching (IBMB), as proposed in "Influence-Based Mini-Batching for Graph Neural Networks" (LoG 2022)☆19Dec 21, 2022Updated 3 years ago
- Papers about graph transformers.☆932Mar 19, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆165Nov 28, 2023Updated 2 years ago
- A pytorch implementation of graph transformer for node classification☆34May 3, 2023Updated 3 years ago
- Graph Positional and Structural Encoder☆57Jan 24, 2025Updated last year
- Accompanied repositories for our paper Graph foundation model☆238Nov 11, 2024Updated last year
- [ICLR'25 Spotlight] Revisiting Random Walks for Learning on Graphs (RWNN), in PyTorch☆17Mar 4, 2025Updated last year
- A curated list of papers and code related to class-imbalanced learning on graphs (CILG).☆43Jan 18, 2025Updated last year
- ☆31Dec 13, 2023Updated 2 years ago
- SignNet and BasisNet☆101Jul 25, 2023Updated 2 years ago
- Hierarchical Graph Net☆36Jul 19, 2021Updated 4 years ago
- 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.
- Curse-of-memory phenomenon of RNNs in sequence modelling☆19May 8, 2025Updated last year
- Graph Transformers for Large Graphs☆22Apr 26, 2024Updated 2 years ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆135Mar 5, 2024Updated 2 years ago
- Official Pytorch code for Structure-Aware Transformer.☆264Feb 21, 2023Updated 3 years ago
- Presented as tutorial at the Second Learning on Graphs Conference (LoG 2023)☆17Dec 2, 2023Updated 2 years ago
- [NeurIPS'22] Tokenized Graph Transformer (TokenGT), in PyTorch☆349Apr 11, 2023Updated 3 years ago
- Transformer-based Spectral Graph Neural Networks☆87Oct 7, 2024Updated last year
- This repository reproduces the results in the paper "How expressive are transformers in spectral domain for graphs?"(published in TMLR)☆11Jul 10, 2022Updated 3 years ago
- Code for "Weisfeiler and Leman go sparse: Towards higher-order graph embeddings"☆21Jan 27, 2022Updated 4 years ago
- 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 implementation of Inductive Logical Query Answering in Knowledge Graphs (NeurIPS 2022)☆48Nov 10, 2022Updated 3 years ago
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆312Mar 4, 2024Updated 2 years ago
- NeurIPS'22 Spotlight paper "Hierarchical Graph Transformer with Adaptive Node Sampling"☆51Oct 18, 2023Updated 2 years ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆168Apr 22, 2024Updated 2 years ago
- ☆21Jun 13, 2023Updated 3 years ago
- Official Implementation of Graph Mixer Networks☆20Dec 5, 2023Updated 2 years ago
- ☆32Sep 22, 2021Updated 4 years ago
- [ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch☆32Apr 11, 2023Updated 3 years ago
- Gradient gating (ICLR 2023)☆55May 11, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Decorators for maximizing memory utilization with PyTorch & CUDA☆17Sep 29, 2025Updated 9 months ago
- ☆27Mar 26, 2024Updated 2 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
- Code for the paper "Query Embedding on Hyper-relational Knowledge Graphs"☆33May 18, 2024Updated 2 years ago
- Official implementation of GOAT model (ICML2023)☆38Jul 3, 2023Updated 3 years ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆270Dec 4, 2024Updated last year
- Code repository of "Towards Deep Attention in Graph Neural Networks: Problems and Remedies," published in ICML 2023.☆30Apr 6, 2025Updated last year