most citedServing Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading

2 citations · 2 across the 1 of their papers we have counts for

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cs.NI2025★ 2 cited

Serving Long-Context LLMs at the Mobile Edge: Test-Time Reinforcement Learning-based Model Caching and Inference Offloading

Minrui Xu, Dusit Niyato, Christopher G. Brinton

Large Language Models (LLMs) can perform zero-shot learning on unseen tasks and few-shot learning on complex reasoning tasks. However, resource-limited mobile edge networks struggl…