IEEE

Beyond Message-Passing: Generalization of Graph Neural Networks via Feature Perturbation for Semi-Supervised Node Classification

Abstract: Graph neural networks (GNNs) that collect information from neighbors are commonly utilized in semi-supervised learning contexts. In particular, a significant body of research has been ...
GitHub

Three.js Shading Language

An Approach to Productive and Maintainable Shader Creation. Creating shaders has always been an advanced step for most developers; many game developers have never created GLSL code from scratch. The ...
IEEE

Weighted Graph Structure Learning with Attention Denoising for Node Classification

Abstract: The node classification in graphs aims to predict the categories of unlabeled nodes utilizing a small set of labeled nodes. However, weighted graphs often contain noisy edges and anomalous ...
GitHub

OGFormer:A Graph Transformer with Optimized Attention Scores for Node Classification

#Now that you're all here, don't forget to click on the little star.!!!!! #For quotes on function packages please refer to our article #We will follow up with the article "A Graph Transformer with ...