CurryTang / LLMGNNLinks
Label-free Node Classification on Graphs with Large Language Models (LLMS)
☆80Updated last year
Alternatives and similar repositories for LLMGNN
Users that are interested in LLMGNN are comparing it to the libraries listed below
Sorting:
- Benchmark☆98Updated last year
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆44Updated 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…☆39Updated 7 months ago
- The official implement of SIGKDD'24 paper: ZeroG: Investigating Cross-dataset Zero-shot Transferability in Graphs☆29Updated 9 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆59Updated 7 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆231Updated last month
- Papers about Graph Contrastive Learning and Graph Self-supervised Learning on Graphs with Heterophily☆37Updated last year
- An atlas of text-attributed graph datasets in the era of large graph and language model.☆55Updated 5 months ago
- ☆35Updated 6 months ago
- Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023☆31Updated 4 months ago
- Open Source Code for GAugLLM: Improving Graph Contrastive Learning for Text-Attributed Graphs with Large Language Models (KDD'24)☆26Updated 11 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆216Updated last year
- ☆176Updated last year
- ☆60Updated 2 years ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆32Updated 11 months ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆29Updated last year
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆116Updated 9 months ago
- ☆20Updated last year
- ☆28Updated 6 months ago
- ☆128Updated 2 months ago
- [ICML 2025] Official implementation for paper "A Comprehensive Analysis on LLM-based Node Classification Algorithms"☆37Updated 2 weeks ago
- Comprehensive Benchmark Dataset for Dynamic Text-Attributed Graphs☆32Updated 6 months ago
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆30Updated last year
- ☆26Updated last year
- ☆93Updated last year
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆39Updated 4 months ago
- Awesome Graph Condensation Papers, TKDE'25 paper: Graph Condensation: A Survey.☆42Updated 3 weeks ago
- ☆21Updated 8 months ago
- A PyTorch implementation of "Can Large Language Models Improve the Adversarial Robustness of Graph Neural Networks?" (KDD 2025)☆21Updated last month
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆23Updated last year