QuTuner retrieves and ranks full-space quantum optimization pass sequences from a large BO-built dataset using static features plus pass-response embeddings, then refines them with short Bayesian search.
InProceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization(Las Vegas, NV, USA) (CGO ’25)
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QuTuner: Feature- and Learning-Guided Optimization Pass Tuning for Quantum Compilers
QuTuner retrieves and ranks full-space quantum optimization pass sequences from a large BO-built dataset using static features plus pass-response embeddings, then refines them with short Bayesian search.