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20242026
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cs.SE2026

Backend-Aware Graph Learning for Denoising Outcome Distributions in Quantum Program Testing

Ning Ma, Jun Dai, Heng Li

Testing quantum programs on NISQ (Noisy Intermediate-Scale Quantum) backends is challenging because the noise disturbs outcome distributions and can affect pass/fail decisions. We…