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Huayue Gu

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#machine learning Preprint Sep 2026

QEMScore: How Much Does the Measurement Add to Learned Quantum Error Mitigation?

How much does the noisy measurement add to learned quantum error mitigation? An accuracy table cannot say, because a model handed circuit structure can score well without reading the measurement at all. QEMScore adds the comparison that can. Each simulated circuit carries an exact ideal answer. The learned mitigator is...

Yue Zhao, Huayue Gu, Yu-Shun Dong et al. · 0 citations
#edge computing Oct 2026

Enforcing Service Level Agreements With Verifiability and Privacy in Pervasive Edge Computing Environments

Edge computing gained popularity for its promises of low latency and high-quality computing services to users. However, it has also introduced the challenge of mutual untrust between user and edge devices for service level agreement (SLA) compliance. This obstacle hampers wide adoption of edge computing, especially in...

Xiaojian Wang, Ruozhou Yu, Dejun Yang et al. · 0 citations
Preprint Aug 2026

STAR-GS: Truthful and Visibility-Aware Resource Scheduling for Ground Station as a Service

STARS-GS is proposed, a truthful and feasibility-aware scheduling mechanism that combines bid-aware admission control, best-fit ground-station assignment, Earliest Deadline First (EDF)-based bandwidth scheduling, and critical-payment pricing, and scales smoothly to workloads containing up to 900 tasks.

Zhiying Wang, Xiaojian Wang, Huayue Gu et al. · 0 citations

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