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cs.NI2026
Beyond Wireless Security: Covert Communications in Large Language Model-enabled Edge Networks
Yuanai Xie, Jiaxin Chen, Zhaozhi Liu
Large language model (LLM)-enabled edge networks (LLMENs) offer mobile users high-quality and low-latency AI-generated content services in the 6G era. However, unlike typical edge…
cs.CL2026
Role-Playing Agents Driven by Large Language Models: Current Status, Challenges, and Future Trends
Ye Wang, Jiaxing Chen, Hongjiang Xiao
In recent years, with the rapid advancement of large language models (LLMs), role-playing language agents (RPLAs) have emerged as a prominent research focus at the intersection of…
cs.NI2026
CovertComBench: A First Domain-Specific Testbed for LLMs in Wireless Covert Communication
Zhaozhi Liu, Jiaxin Chen, Yuanai Xie +5
The integration of Large Language Models (LLMs) into wireless networks presents significant potential for automating system design. However, unlike conventional throughput maximiza…