SitaoLuan / LLM4GraphLinks
☆177Updated last year
Alternatives and similar repositories for LLM4Graph
Users that are interested in LLM4Graph 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.☆221Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆232Updated 2 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆297Updated 3 months ago
- Benchmark☆101Updated last year
- A Survey of Learning from Graphs with Heterophily☆142Updated 3 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆80Updated last year
- Accompanied repositories for our paper Graph foundation model☆207Updated 7 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆39Updated 8 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆44Updated 6 months ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆196Updated 5 months ago
- ☆30Updated 7 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆32Updated 5 months ago
- Papers about out-of-distribution generalization on graphs.☆166Updated 2 years ago
- A list of recent papers about Link Prediction.☆91Updated last week
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆59Updated 7 months ago
- ☆128Updated 2 months ago
- Awesome Papers About Performing Prompting On Graphs☆393Updated last month
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆119Updated 2 years ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- Must-read papers on graph foundation models (GFMs)☆323Updated 2 weeks ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆157Updated 8 months ago
- ☆60Updated 2 years ago
- ☆41Updated 6 months ago
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆259Updated 6 months ago
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆56Updated 5 months ago
- Papers about large graph models.☆278Updated last year
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆32Updated last year
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆52Updated 3 weeks ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆134Updated last year
- Awesome Graph Condensation Papers, TKDE'25 paper: Graph Condensation: A Survey.☆43Updated last month