Author

Yuan-Cheng Guo

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Preprint Sep 2026

LLM-Based Multi-Agent Systems over Wireless Networks: A Joint Agent--Network Design Perspective

As large language models (LLMs) evolve from standalone models into collaborative agents embedded in physical systems, their reasoning and execution are increasingly distributed across wireless edge nodes. In this setting, wireless networks are experiencing a paradigm shift from only providing data connectivity to suppo...

Chao Hu, Yuan-Cheng Guo, Guan-Lin Wu et al. · 0 citations

Review Jul 2026

WARA: A Closed-Loop Multi-Agent Framework for Wireless Optimization Autoresearch

Comparative results show that WARA substantially outperforms one-shot LLM generation and approaches the quality profile of recently accepted peer-reviewed papers, demonstrating the potential of closed-loop artifact control for end-to-end LLM-assisted wireless optimization research.

Yuan-Cheng Guo, Yilong Chen, Chao Hu et al. · 1 citation · ⚡1