https://yningg.github.io/Blogs/tags/ai/ Recent content in AI on Yining's Blog https://github.com/Yningg/Blogs/tree/master/static/apple-touch-icon.png https://github.com/Yningg/Blogs/tree/master/static/apple-touch-icon.png Hugo -- 0.158.0 en-us Wed, 18 Mar 2026 00:00:00 +0000 https://yningg.github.io/Blogs/posts/research/graphai/ Wed, 18 Mar 2026 00:00:00 +0000 https://yningg.github.io/Blogs/posts/research/graphai/ <p>This survey presents a first systematic review of how graphs can empower AI agents. It</p> <ul> <li>Focuses on the potential of graph learning to bolster agent planning, agent execution, agent memory, and multiagent coordination.</li> <li>Explores the reciprocal relationship, detailing how AI agents can, in turn, empower and refine graph learning processes.</li> <li>Outlines promising applications and identify key future research opportunities</li> </ul> <h2 id="preliminaries">Preliminaries</h2> <p><strong>AI Agents</strong>: An AI agent is an intelligent model capable of perceiving its environment and making autonomous decisions to achieve specific goals.</p>