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Guanchen Liu

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Preprint Jul 2026

MORES: Mobile Reasoning-as-a-Service via Distributed LLM Inference-Time Scaling

A Mobile Reasoning-as-aService (MORES) framework that treats reasoning as a computational service accessible to edge devices over wireless networks, and focuses on implicit reasoning, which achieves an approximately 18% improvement in system throughput over the baseline Soft Actor-Critic (SAC) algorithm.

Guanchen Liu, Hongyang Du, Kaibin Huang · 1 citation