Author profile

Yuki Saito

Kestrel AI Institute, Japan

Records in AEX CONTINUUM (5)

PreprintsShort CommunicationNot peer reviewed

Speculative Decoding Under Memory Constraints

Rahul Desai, Yuki Saito

Version 1 · 5 November 2026 · 10.xxxx/ctm.pp.2026.0009

Abstract PDF 437 1210 cited

ProceedingsFull paperBest paper

Mixed-Precision Distillation for 4-bit Phone-Class Models

Yuki Saito, Daniel Okafor

SEODML 2026 · pp. 1–10 · 1 October 2026 · 10.xxxx/ctm.pr.2026.0006

Abstract PDF 980 3601 cited

ProceedingsShort paper

Profiling Energy Use of Small Language Models on Mobile SoCs

Yuki Saito, Mei Tanaka

SEODML 2026 · pp. 21–26 · 1 October 2026 · 10.xxxx/ctm.pr.2026.0008

Abstract PDF 520 1750 cited

Research ArchiveModel

Distilled 4-bit Assistant Checkpoints

Yuki Saito, Daniel Okafor

Version 1.0 · CC BY 4.0 · 12 September 2026 · 10.xxxx/ctm.ar.2026.0008

View record 840 3720 cited

PublishingResearch ArticleUnder peer review

Quantisation-Aware Distillation for On-Device Assistants

Daniel Okafor, Yuki Saito, Priya Venkataraman

Version 1 · 1 reviewer report · 28 August 2026 · 10.xxxx/ctm.pb.2026.0006

Abstract PDF 2,144 7862 cited