2 papers
cs.NI2026
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.CL2026
LinearARD: Linear-Memory Attention Distillation for RoPE Restoration
Ning Yang, Hengyu Zhong, Wentao Wang +3
The extension of context windows in Large Language Models is typically facilitated by scaling positional encodings followed by lightweight Continual Pre-Training (CPT). While effec…