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MQSS-Selector: RL-Guided Pass Selection for an MLIR Compilation Pipeline

arXiv · AI, language, vision and robotics · article · Sep 24, 2026 · UTC

High Performance Computing (HPC) and Quantum Computing (QC) systems are increasingly converging towards unified High Performance Computing-Quantum Computing (HPCQC) infrastructures, driven by a growing need to bridge classical and quantum workflows, which affects all levels of the system stack, from the hardware to compilers and runtimes, all the way to applications. However, today's QC devices are still in the Noisy Intermediate-Scale Quantum (NISQ) era, are error-prone and resource-limited, and therefore require specialized optimizations and topology mappings to achieve sufficient fidelity.

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Evidence & attribution

First collected: 2026-09-25T06:12:46.948Z. This is not the publication date.