Starlien95 / GraphPrompt
GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks
☆152Updated 5 months ago
Alternatives and similar repositories for GraphPrompt:
Users that are interested in GraphPrompt are comparing it to the libraries listed below
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆220Updated 9 months ago
- ☆57Updated 2 years ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆207Updated 10 months ago
- ☆125Updated 2 years ago
- ☆171Updated last year
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆74Updated last year
- Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs☆282Updated 2 weeks ago
- A curated list of papers on pre-training for graph neural networks (Pre-train4GNN).☆189Updated 2 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆99Updated 6 months ago
- "GraphEdit: Large Language Models for Graph Structure Learning"☆129Updated 9 months ago
- Awesome literature on imbalanced learning on graphs☆75Updated 6 months ago
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆96Updated 7 months ago
- ☆90Updated last year
- The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.☆28Updated last year
- A list of recent papers about Link Prediction.☆70Updated last week
- Graph Learning with Generative Pretrained Transformers☆73Updated 5 months ago
- NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs☆121Updated last year
- Must-read papers on graph foundation models (GFMs)☆299Updated last week
- Benchmark☆94Updated 11 months ago
- Accompanied repositories for our paper Graph foundation model☆192Updated 4 months ago
- Awesome Papers About Performing Prompting On Graphs☆374Updated last month
- [ICLR 2024] VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs☆93Updated last year
- ☆32Updated last year
- Papers about large graph models.☆277Updated last year
- ☆22Updated 6 months ago
- NIPS 24: Text-space Graph Foundation Models: Comprehensive Benchmarks and New Insights☆42Updated 3 months ago
- The official implement of NeurIPS'24 Datasets and Benchmarks Track paper: GLBench: A Comprehensive Benchmark for Graphs with Large Langua…☆55Updated 4 months ago
- ☆107Updated last year
- Papers about out-of-distribution generalization on graphs.☆166Updated last year
- The source code of HeCo☆160Updated 2 years ago