Must-read papers on graph foundation models (GFMs)
☆377Aug 24, 2025Updated last year
Alternatives and similar repositories for GFMPapers
Users that are interested in GFMPapers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accompanied repositories for our paper Graph foundation model☆237Nov 11, 2024Updated last year
- Awesome Papers About Performing Prompting On Graphs☆425May 15, 2025Updated last year
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆256May 18, 2024Updated 2 years ago
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- A Survey of Learning from Graphs with Heterophily☆169Feb 28, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆193Mar 25, 2024Updated 2 years ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆657Mar 21, 2025Updated last year
- ☆92Oct 23, 2023Updated 2 years ago
- A multi-backend graph learning library.☆261Jul 5, 2026Updated 2 months ago
- ☆15Jun 26, 2023Updated 3 years ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆60May 22, 2025Updated last year
- A Unified Python Library for Graph Prompting☆588Jun 2, 2026Updated 3 months ago
- A curated list of papers on graph transfer learning (GTL).☆19Oct 23, 2023Updated 2 years ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆369Mar 15, 2025Updated last year
- 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.
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆996Mar 2, 2025Updated last year
- This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.☆987Jul 7, 2026Updated 2 months ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,448Nov 5, 2025Updated 10 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆52Dec 21, 2024Updated last year
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆188Feb 25, 2026Updated 6 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆164Sep 4, 2024Updated 2 years ago
- [Neurips 2024] Disentangled Graph Homophily☆29Jan 21, 2025Updated last year
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆159Feb 3, 2025Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆73Oct 28, 2024Updated last year
- 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.
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆38Aug 8, 2024Updated 2 years ago
- Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).☆1,727Feb 2, 2024Updated 2 years ago
- Papers about out-of-distribution generalization on graphs.☆169Jun 5, 2023Updated 3 years ago
- Papers about graph transformers.☆928Mar 19, 2025Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆273Dec 4, 2024Updated last year
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆38Nov 2, 2023Updated 2 years ago
- [NeurIPS 2025] One Prompt Fits All: Universal Graph Adaptation for Pretrained Models☆16Oct 14, 2025Updated 11 months ago
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆123Feb 29, 2024Updated 2 years ago
- Schedule for learning on graphs seminar☆110Sep 17, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆106Mar 12, 2024Updated 2 years ago
- A curated list of awesome graph structure learning approaches☆43Nov 24, 2024Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆272Apr 14, 2025Updated last year
- ☆15Mar 4, 2022Updated 4 years ago
- [NeurIPS 2024] Implementation of "Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification"☆187Jun 5, 2025Updated last year
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆306Sep 28, 2023Updated 2 years ago
- [EMNLP'2024] "OpenGraph: Towards Open Graph Foundation Models"☆337Oct 11, 2024Updated last year