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cs.NI2026★ 1 cited
Cooperative Edge Caching with Large Language Model in Wireless Networks
Ning Yang, Wentao Wang, Lingtao Ouyang +1
Cooperative edge caching in overlapping zones couples Base Station (BS) decisions, making content replacement sensitive to spatial topology and temporal reuse. Conventional heurist…
cs.NI2026
LLM-Driven Large-Scale Spectrum Access
Ning Yang, Jinliang Gao, Haijun Zhang
Efficient spectrum management in massive-scale wireless networks is increasingly challenged by explosive action spaces and the computational intractability of traditional optimizat…