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P2 QECC-Synth: A Layout Synthesizer for Quantum Error Correction Codes on Sparse Architectures

QECC-Synth:稀疏架构上量子纠错码的布局综合器
ASPLOS Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 12025匹配度 2/10 · 论文是量子纠错码布局综合/编译器,使用 MaxSAT 形式化优化,属于量子编译与形式化优化,与画像核心(LLM/Agent 与静态分析/形式化验证、浮点程序分析、贝叶斯程序分析)几乎无交集;仅在编译器与形式化优化方法上有弱关联。引用 16 inbox
Keyi Yin, Hezi Zhang, Xiang Fang, Yunong Shi, Travis S. Humble, Ang Li, Yufei Ding
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:提出 QECC-Synth,用 ancilla bridge 与 MaxSAT 自动综合稀疏硬件上的量子纠错码布局,显著优于现有方法。

量子纠错码是实现容错量子计算的关键,但其所需的稠密量子比特连接性与稀疏硬件架构之间存在显著差距。现有方案要么未能充分利用纠错电路的结构特征,要么依赖针对特定码与架构的人工设计,通用性受限。本文提出 QECC-Synth,一个面向纠错码实现的自动编译器:采用专为纠错电路设计的 ancilla bridge 技术,并对该设计空间中的灵活性进行系统分类,进而将布局综合形式化为 MaxSAT 问题以联合优化这些自由度。实验表明,该方法在多种纠错码与硬件架构上显著优于已有方法,并展现出更广的适用性。

问题
量子纠错码所需的稠密量子比特连接性与稀疏硬件架构严重不匹配,而现有方法要么未充分利用纠错电路的结构特征,要么依赖针对特定码与架构的人工设计,能力与通用性受限。
方法
采用面向纠错电路的 ancilla bridge 技术,系统分类其设计空间中的灵活性,并将布局综合形式化为 MaxSAT 问题进行优化求解。
评估
在多种量子纠错码与硬件架构上与现有方法进行对比实验,结果显示性能显著提升且适用性更广。
原文摘要(Abstract)

Quantum Error Correction (QEC) codes are essential for achieving fault-tolerant quantum computing (FTQC). However, their implementation faces significant challenges due to disparity between required dense qubit connectivity and sparse hardware architectures. Current approaches often either underutilize QEC circuit features or focus on manual designs tailored to specific codes and architectures, limiting their capability and generality. In response, we introduce QECC-Synth, an automated compiler for QEC code implementation that addresses these challenges. We leverage the ancilla bridge technique tailored to the requirements of QEC circuits and introduces a systematic classification of its design space flexibilities. We then formalize this problem using the MaxSAT framework to optimize these flexibilities. Evaluation shows that our method significantly outperforms existing methods while demonstrating broader applicability across diverse QEC codes and hardware architectures.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{YinZFSH0D25,
  title = {QECC-Synth: A Layout Synthesizer for Quantum Error Correction Codes on Sparse Architectures},
  author = {Keyi Yin and Hezi Zhang and Xiang Fang and Yunong Shi and Travis S. Humble and Ang Li and Yufei Ding},
  booktitle = {ASPLOS},
  year = {2025},
  doi = {10.1145/3669940.3707236}
}