most citedStep-Audio: Unified Understanding and Generation in Intelligent Speech Interaction

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cs.MA2026

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

Guangyi Liu, Haojun Lin, Huan Zeng +2

Large Language Model (LLM)-based multi-agent systems (MAS) have emerged as a promising paradigm for complex tasks. However, existing works often rely on manual designs or "one-size…