graph planning 1large language models 1multimodal reasoning 1scientific reasoning 1task decomposition 1
From the 1 of 9 linked papers with an AI index.
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cs.AI2026
TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning
Mingze Xu, Yinghui Li, Jiayi Kuang +5
TopoAgent introduces a graph‑based, self‑evolving framework that breaks down multimodal scientific queries into visual atoms and organizes them in a DAG, allowing dynamic refinemen…
cs.AI2026
ANX: Protocol-First Design for AI Agent Interaction with a Supporting 3EX Decoupled Architecture
Xu Mingze
AI agents, autonomous digital actors, need agent-native protocols; existing methods include GUI automation and MCP-based skills, with defects of high token consumption, fragmented…