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arXiv stat.ML · Papers

Quantum Circuit Generation via test-time learning with large language models

arXiv:2602.03466v5 Announce Type: replace-cross Abstract: Deploying large language models (LLMs) as optimizers for black-box scientific design problems requires efficient test-time refinement under expensive evaluations and without training data. We propose a emph{memory-augmented test-time optimization} framework tha