TopoSim integrates network topology into LLM agent simulations via backbone units and heterogeneous influence to cut token use 50-90% while improving fidelity to real-world structures.
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Topology-Aware LLM-Driven Social Simulation: A Unified Framework for Efficient and Realistic Agent Dynamics
TopoSim integrates network topology into LLM agent simulations via backbone units and heterogeneous influence to cut token use 50-90% while improving fidelity to real-world structures.