IEEE

Unsupervised Inductive Node Representation Learning for Dynamic Graphs

Abstract: Graph-structured data are pivotal for modeling evolving systems such as social interactions or biological networks. While graph embedding techniques map nodes into low-dimensional spaces to ...
GitHub

NebulaFlow Workflow Editor (VS Code Extension)

The LLM node runs via the Amp SDK and OpenRouter SDK. The editor acts as a visual wrapper around the SDK: it builds prompts from upstream node outputs and executes them with the SDK. Per-node model ...
GitHub

Agentic RAG for Dummies

Step-by-step tutorial perfect for understanding core concepts. Start here if you're new to Agentic RAG or want to experiment quickly. 2️⃣ Building Path: Modular Project Flexible architecture where ...
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 ...