3 papers
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…
cs.SE2025
QMon: Monitoring the Execution of Quantum Circuits with Mid-Circuit Measurement and Reset
Ning Ma, Jianjun Zhao, Foutse Khomh +2
Unlike classical software, where logging and runtime tracing can effectively reveal internal execution status, quantum circuits possess unique properties, such as the no-cloning th…
cs.SE2025
Understanding and Estimating the Execution Time of Quantum Circuits
Ning Ma, Heng Li
Due to the scarcity of quantum computing resources, researchers and developers have very limited access to real quantum computers. Therefore, judicious planning and utilization of…