CurryTang / LLMGNN
Label-free Node Classification on Graphs with Large Language Models (LLMS)
☆77Updated last year
Alternatives and similar repositories for LLMGNN:
Users that are interested in LLMGNN are comparing it to the libraries listed below
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆42Updated 4 months ago
- Benchmark☆97Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆107Updated 7 months ago
- ☆172Updated last year
- 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
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆52Updated 3 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆28Updated 8 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆57Updated 5 months ago
- ☆126Updated 2 weeks ago
- ☆60Updated 2 years ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆228Updated last week
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆208Updated 11 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆32Updated 9 months ago
- ☆30Updated 4 months ago
- ☆23Updated 5 months ago
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- ☆90Updated last year
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆31Updated 3 months ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆28Updated last year
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆25Updated 9 months ago
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆286Updated last month
- ☆20Updated last year
- Resource for "A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective"☆28Updated 2 months ago
- A collection of papers on Graph Structural Learning (GSL)☆54Updated last year
- Official implementation of GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs☆43Updated last month
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆29Updated last year
- ☆22Updated 6 months ago
- Official Repo of SimTeG☆42Updated last year
- A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?☆115Updated 2 years ago
- A curated list of papers on graph structure learning (GSL).☆48Updated 3 months ago