Hybrid quantum-classical constant propagation reduces multi-qubit quantum operations by propagating constants between quantum and classical program states.
The MQT Compiler Collection: A Blueprint for a Future-Proof Quantum-Classical Compilation Framework
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abstract
As the capabilities of quantum computing hardware continue to rise, algorithms that exploit them are becoming increasingly complex. These developments increase the need for sophisticated compilation frameworks that translate high-level algorithms into executable code. In the past, most solutions were built with a quantum-first approach and handled mostly pure quantum programs without classical elements such as structured control flow. However, developments in quantum algorithms, error correction, and optimization, as well as the integration into high-performance computing (HPC) environments, depend on such classical elements. As quantum-first approaches increasingly struggle to handle these concepts, classical-first approaches are becoming a promising alternative. In this work, we present the MQT Compiler Collection, a blueprint for a future-proof quantum-classical compilation framework built on the Multi-Level Intermediate Representation (MLIR). After years of experience with the quantum-first approach and its shortcomings, we propose a framework that embraces core MLIR concepts to support the full compilation pipeline from high-level algorithms to hardware-specific instructions. The proposed architecture is designed from the ground up to support complex optimizations beyond, e.g., simple gate cancellation. It is publicly available at https://github.com/munich-quantum-toolkit/core.
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quant-ph 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
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Automatic De-Quantization of Quantum Programs Using Constant Propagation
Hybrid quantum-classical constant propagation reduces multi-qubit quantum operations by propagating constants between quantum and classical program states.