Abstract: In this article, we discuss the controllability of reachable nodes in directed graphs over consensus protocol. A node is called a reachable node if there is a path from an input to this node ...

This is a PyTorch implementation of the GraphATA algorithm, which tries to address the multi-source domain adaptation problem without accessing the labelled source graph. Unlike previous multi-source ...

Preface: mcp-agent-graph is an efficient, lightweight, and easy-to-use Agent development framework. As an Agent developer, you might use visual workflow orchestration tools like Dify or Coze; you ...

Abstract: Graph data modeling is nontrivial due to the challenges to ensure model interpretability and handle data uncertainty. While methods derived from deep learning models, such as graph neural ...

Nervous systems coordinate effectors across the body during movements. We know little about the cellular-level structure of synaptic circuits for such body-wide control. Here, we describe the ...