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Stars

GNNs

15 repositories

Awesome Papers About Performing Prompting On Graphs

369 25 Updated Feb 13, 2025

Papers about large graph models.

274 18 Updated Mar 24, 2024

A Unified Python Library for Graph Prompting

Python 528 66 Updated Dec 12, 2024

Must-read papers on graph neural networks (GNN)

16,231 3,008 Updated Dec 20, 2023

Code for our paper "ULTRA-DP: Unifying Graph Pre-training with Multi-task Graph Dual Prompt"

Python 8 Updated Dec 16, 2023
Python 22 2 Updated Sep 24, 2024

The code Implementation of the paper “Universal Prompt Tuning for Graph Neural Networks”.

Python 21 3 Updated Oct 16, 2023

Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting. SIGIR-2023

Python 32 5 Updated Jan 18, 2025

Benchmark

Python 89 11 Updated Apr 9, 2024

Prompt Tuning on Graph-augmented Low-resource Text Classification. In TKDE 2024.

Python 14 2 Updated Jan 20, 2025

GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs

Python 14 Updated Jan 6, 2025

Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)

Python 205 30 Updated Aug 2, 2023

PECOS - Prediction for Enormous and Correlated Spaces

Python 525 105 Updated Feb 1, 2025
Python 10 Updated Jul 2, 2024

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

Python 635 136 Updated Nov 1, 2022