Abstract: Graph Transformers, emerging as a new architecture for graph representation learning, suffer from the quadratic complexity and can only handle graphs with at most thousands of nodes. To this ...

OpenClaw's Node for VS Code extension proved it can support a real local file-based workflow, but on Windows the experience still feels more like early infrastructure than finished tooling.

Abstract: Graph Neural Networks (GNNs) have attracted significant research interest in various graph data modeling tasks. To advance trustworthy, reliable, and safe Artificial Intelligence (AI) ...

GPU training is automatic if CUDA is available. CPU and Apple MPS are also supported.

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 ...