Author

C. Chen

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#machine learning Preprint Sep 2026

LeanStream: A Speculate-and-Refine Streaming Framework for Efficient on-Device LLM Inference

LeanStream progressively refines computation, loading, and cache-retention priorities using partial GPU results, enabling fine-grained overlap between GPU execution and storage I/O.

Ren-Yuan Liu, Yu-Yang Leng, Kai-Yan Liu et al. · 0 citations