BUPT-GAMMA / GFMPapersLinks
Must-read papers on graph foundation models (GFMs)
☆332Updated 2 months ago
Alternatives and similar repositories for GFMPapers
Users that are interested in GFMPapers are comparing it to the libraries listed below
Sorting:
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆227Updated last year
- ☆180Updated last year
- A multi-backend graph learning library.☆242Updated 3 weeks ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆236Updated 4 months ago
- Accompanied repositories for our paper Graph foundation model☆212Updated 9 months ago
- Papers about large graph models.☆282Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆303Updated 5 months ago
- Awesome Papers About Performing Prompting On Graphs☆401Updated 3 months ago
- A Survey of Learning from Graphs with Heterophily☆146Updated 5 months ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆331Updated 5 months ago
- Benchmark☆103Updated last year
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆201Updated 7 months ago
- Advances on machine learning of graphs, covering the reading list of recent top academic conferences.☆210Updated 2 months ago
- A list of recent papers about Link Prediction.☆102Updated 3 weeks ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆34Updated 7 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆263Updated 8 months ago
- ☆53Updated 8 months ago
- A Library for Dynamic Graph Learning (NeurIPS 2023)☆255Updated last year
- ☆37Updated 9 months ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆159Updated 10 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆41Updated 7 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆83Updated last year
- Papers about out-of-distribution generalization on graphs.☆165Updated 2 years ago
- ☆60Updated 2 years ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆63Updated 9 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆32Updated last year
- ☆129Updated 4 months ago
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆119Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆45Updated 8 months ago