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Shu-Xuan Li

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#machine learning Preprint Oct 2026

FOLD: Position-Free Far Memory with Local Order for Long-Context Speculative Decoding

Speculative decoding accelerates LLM generation through lightweight drafting and parallel verification. It is particularly promising for long inputs, where KV-cache access costs can be amortized over multiple accepted tokens. Yet most drafters are trained on short sequences and degrade on long inputs, while long-contex...

Shu-Xuan Li, Jia-Liang Kang, Yang-Hao Zhou et al. · 0 citations
Preprint Aug 2026

GPU implementation of a resource-constrained virtual machine

This paper presents an OpenMP-style parallelism API for Uxntal, the stack-based assembly-style language for the Uxn platform, and demonstrates that exemplar code using this API can run at comparable performance even on an integrated GPU.

S. Li, Vladislav Brusokas, Andrei Ghita et al. · 0 citations

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