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data-intensive tasks 1graph-based dataset management 1LLM agents 1multi-agent systems 1urban data analysis 1

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cs.AI2026

UrbanDS: A Graph-Guided LLM Multi-Agent System for Data-Intensive Urban Tasks

Zhilun Zhou, Jianghao Yu, Yuming Lin +4

The paper presents UrbanDS, a graph-guided multi-agent system that uses large language models to organize heterogeneous urban datasets in a unified graph and coordinate specialized…