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Wei Ni

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Sep 2026

Structured Agentic Intelligence: Enabling Explainable and Resilient UAV Operations in Low-Altitude Wireless Networks

Future low-altitude wireless networks (LAWNs) are evolving from simple connectivity layers into intelligent fabrics populated by goal-driven aerial agents. In this emerging landscape, unmanned aerial vehicles (UAVs) must autonomously navigate complex tradeoffs between mission-critical objectives, such as timely deliver...

Bin Liu, Wei Ni, Rafael F. Schaefer et al. · 0 citations
#edge computing Sep 2026

Toward 6G Edge Intelligence: Lightweight LLMs for Intent-Driven Network Automation

Future 6G networks are envisaged to tightly integrate communication, sensing, and computing, demanding real-time, intent-driven intelligence at the edge. While large language models (LLMs) excel in intent recognition and semantic reasoning, their application to real-time network lifecycle management at the edge is limi...

Bing Wu, Sai Zou, Minghui Liwang et al. · 4 citations

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