☆92Oct 23, 2023Updated 2 years ago
Alternatives and similar repositories for Towards-graph-foundation-models
Users that are interested in Towards-graph-foundation-models 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☆232Nov 11, 2024Updated last year
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆248May 18, 2024Updated last year
- Must-read papers on graph foundation models (GFMs)☆363Aug 24, 2025Updated 7 months ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆25Oct 16, 2023Updated 2 years ago
- Code for ICLR'24 Paper "Decoupling Weighing and Selecting for Integrating Multiple Graph Pre-training Tasks"☆10Mar 12, 2024Updated 2 years ago
- 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.
- Papers about graph transformers.☆922Mar 19, 2025Updated last year
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆177Feb 25, 2026Updated last month
- ☆189Mar 25, 2024Updated 2 years ago
- Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.☆13Feb 8, 2025Updated last year
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆232Nov 16, 2024Updated last year
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆87Sep 27, 2023Updated 2 years ago
- WWW2021: Interpreting and Unifying Graph Neural Networks with An Optimization Framework☆14Jun 23, 2021Updated 4 years ago
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆981Mar 2, 2025Updated last year
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆652Mar 21, 2025Updated last year
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- A generative one-for-all model for joint graph language modeling☆51Jan 21, 2026Updated 2 months ago
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 10 months ago
- List of papers on NeurIPS2023☆90Nov 15, 2023Updated 2 years ago
- [NeurIPS 2022] "Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative" by Tianxin Wei, Yuning You, Tianlong Chen, Y…☆63Oct 23, 2022Updated 3 years ago
- Implementation of the KDD'24 paper "LPFormer: An Adaptive Graph Transformer for Link Prediction"☆29Nov 21, 2025Updated 4 months ago
- Bags of Tricks in OGB (node classification) with GCNs.☆37Aug 11, 2021Updated 4 years ago
- AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning☆58May 22, 2019Updated 6 years ago
- [NeurIPS'23] Source code of "Data-Centric Learning from Unlabeled Graphs with Diffusion Model": A data-centric transfer learning framewor…☆22Jun 4, 2025Updated 9 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆36Aug 8, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- A Unified Python Library for Graph Prompting☆579May 15, 2025Updated 10 months ago
- Papers about developing DL methods on disassortative graphs☆48Jul 1, 2022Updated 3 years ago
- Papers about large graph models.☆291Mar 24, 2024Updated 2 years ago
- Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products (ICML 2024)☆11Jul 13, 2024Updated last year
- Papers about out-of-distribution generalization on graphs.☆168Jun 5, 2023Updated 2 years ago
- Repo for paper: Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems, accepted at AISTATS 2024☆18Oct 17, 2023Updated 2 years ago
- Generative Pre-trained Graph Eulerian Transformer [ICML2025]☆102Mar 18, 2026Updated last week
- Open-source datasets for paper "Fairness in Graph Mining: A Survey".☆19Nov 3, 2022Updated 3 years ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆213Dec 31, 2024Updated last year
- 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.
- The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classifica…☆313Mar 4, 2024Updated 2 years ago
- I'm Me, We're Us, and I'm Us: Tri-directional Contrastive Learning on Hypergraphs (AAAI'23)☆39Mar 11, 2024Updated 2 years ago
- Lo-Hi: Practical ML Drug Discovery Benchmark paper☆12Nov 13, 2023Updated 2 years ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,414Nov 5, 2025Updated 4 months ago
- GFT: Graph Foundation Model with Transferable Tree Vocabulary, NeurIPS 2024.☆59May 22, 2025Updated 10 months ago
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆21Nov 27, 2023Updated 2 years ago
- Graph Transformers for Large Graphs☆22Apr 26, 2024Updated last year