SitaoLuan / LLM4Graph
☆174Updated last year
Alternatives and similar repositories for LLM4Graph
Users that are interested in LLM4Graph are comparing it to the libraries listed below
Sorting:
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆230Updated 3 weeks ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆291Updated 2 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆211Updated 11 months ago
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆78Updated last year
- Benchmark☆97Updated last year
- ☆33Updated 5 months ago
- Must-read papers on graph foundation models (GFMs)☆312Updated last month
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- Accompanied repositories for our paper Graph foundation model☆202Updated 6 months ago
- A Survey of Learning from Graphs with Heterophily☆138Updated 2 months ago
- ☆26Updated 5 months ago
- ☆61Updated 2 years ago
- ☆127Updated last month
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆116Updated 2 years ago
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆157Updated 6 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆31Updated 3 months ago
- Papers about out-of-distribution generalization on graphs.☆167Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆43Updated 4 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆58Updated 6 months ago
- Awesome Papers About Performing Prompting On Graphs☆384Updated last week
- A list of recent papers about Link Prediction.☆82Updated this week
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆194Updated 4 months ago
- Papers about large graph models.☆278Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆53Updated 4 months ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆132Updated 10 months ago
- ☆91Updated last year
- A comprehensive benchmark of Graph Structure Learning (NeurIPS 2023 Datasets and Benchmarks Track)☆115Updated last year
- This repository contains the resources on graph neural network (GNN) considering heterophily.☆254Updated 5 months ago
- Official implementation of 'All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining' published i…☆35Updated 6 months ago
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"☆30Updated this week