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 ...
IEEE

Deep Generative Models for Node Embedding and Neighborhood Prediction in Dynamic Graphs of Recommendation Systems

Abstract: In this article, we develop generative models that generate embeddings for graph nodes while using only their initial features without any knowledge about their neighborhoods and connections ...
GitHub

Code block tool for Editor.js

This Editor.js block tool allows you to add code elements. It supports multiple languages for syntax highlighting (requires third-party libraries). While Pasting after a CMD+A selection, only the ...
GitHub

Code-Graph-RAG: A Graph-Based RAG System for Any Codebases

This installs all dependencies and sets up pre-commit hooks automatically. This installs Tree-sitter grammars for all supported languages (see Multi-Language Support section). Note: Local models ...