Popular GitHub Repositories for Graph Structure Learning

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Code for NeurIPS 2022 paper "Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks"

"GraphEdit: Large Language Models for Graph Structure Learning"

A curated list of papers on graph structure learning (GSL).

Codes for SHINE published in EMNLP 2021.

[NeurIPS'24] The source code for "Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning".

Code for TNNLS paper "Homophily-Enhanced Self-supervision for Graph Structure Learning: Insights and Directions"

This is an official implementation for "Robust Graph Structure Learning over Images via Multiple Statistical Tests" accepted at NeurIPS 2022.

基于结构比对的图结构对链路预测和KGEM超参数预先选择的量化影响研究