Author

Ha Lin

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#artificial intelligence Preprint Feb 2026

MAS-on-the-Fly: In-Context Structural Adaptation of LLM-Based Multi-Agent Systems

This work introduces MASFly, which realizes in-context structural adaptation, where structured experience conditions both query-dependent system generation and execution-time reconfiguration without updating LLM parameters.

Guangyi Liu, Ha Lin, Huan Zeng et al. · 0 citations