Algorithmic Primitives for Quantum-Assisted Quantum Control

评估量子处理器在大宽度和大深度下QEC原语的性能

Evaluating the performance of QEC primitives on quantum processors at large width and depth

提出基于LR-QAOA的少样本基准，通过MCM实现模拟QEC原语，在多个QPU上验证其与逻辑性能的相关性，为硬件比较提供低资源方案。

量子算法的变分耗散框架

A Variational Dissipative Framework for Quantum Algorithms

提出一种变分耗散框架，通过辅助量子比特辅助的工程耗散模块与变分量子电路结合，扩展可制备的混合态空间，并应用于基态搜索和状态恢复任务。

面向生成树优化的量子算法：配电网用例

Towards Quantum Algorithms for the Optimization of Spanning Trees: The Power Distribution Grids Use Case

本文针对配电网运行中最小化辐射网络损耗的NP难问题，基于QAOA提出了两种不同拓扑采样方式的量子算法原语，并展示了其在配电网重构中的应用及所需量子资源。

The mother of all protocols: Restructuring quantum information's family tree

We give a simple, direct proof of the "mother" protocol of quantum information theory. In this new formulation, it is easy to see that the mother, or rather her generalization to the fully quantum Slepian-Wolf protocol, simultaneously accomplishes two goals: quantum communication-assisted entanglement distillation, and state transfer from the sender to the receiver. As a result, in addition to her other "children," the mother protocol generates the state merging primitive of Horodecki, Oppenheim and Winter, a fully quantum reverse Shannon theorem, and a new class of distributed compression pro…

遗传 Transformer 辅助量子神经网络用于最优电路设计

Genetic Transformer-Assisted Quantum Neural Networks for Optimal Circuit Design

提出 GTQNN 混合框架，用 transformer 压缩经典数据并以 NSGA-II 搜索兼顾准确率与门数的 Pareto 最优量子电路，在四个基准上以更少资源取得竞争力性能。

量子算法的类型学

A typology of quantum algorithms

本文对约130种量子算法按数学问题、应用、子程序等标准分类，以揭示发展趋势、识别NISQ时代的实现方向及量子优势的关键原语。

Strategies to simulate dephasing-assisted quantum transport on digital quantum computers

Simulating charge and energy transfer in extended molecular networks requires an effective model to include the environment because it significantly affects the quantum dynamics. A prototypical effect known as Environment-Assisted Quantum Transport (ENAQT) consists in the modulation and sometimes enhancement of the transfer efficiency by the interaction with an environment. A simple description of this phenomenon is obtained by a quantum master equation describing a quantum walk over the molecular network in the presence of inter-site decoherence. We consider the problem of simulating the dyna…

通过可验证的一次性程序实现新的量子互联网应用

New Quantum Internet Applications via Verifiable One-Time Programs

本文提出可验证的一次性程序（Ver-OTPs），用于构建单轮开放安全计算（OSC），实现单轮密封拍卖、共识协议的基础原子提案及差分隐私统计聚合。

A quantum algorithm for obtaining the lowest eigenstate of a Hamiltonian assisted with an ancillary qubit system

We propose a quantum algorithm to obtain the lowest eigenstate of any Hamiltonian simulated by a quantum computer. The proposed algorithm begins with an arbitrary initial state of the simulated system. A finite series of transforms is iteratively applied to the initial state assisted with an ancillary qubit. The fraction of the lowest eigenstate in the initial state is then amplified up to $\simeq 1$. We prove that our algorithm can faithfully work for any arbitrary Hamiltonian in the theoretical analysis. Numerical analyses are also carried out. We firstly provide a numerical proof-of-princip…

量子安全代码审计：基于LLM的静态分析与量子感知风险评分用于后量子密码学迁移

Quantum-Safe Code Auditing: LLM-Assisted Static Analysis and Quantum-Aware Risk Scoring for Post-Quantum Cryptography Migration

本文提出量子安全代码审计工具，结合正则表达式检测量子脆弱算法、LLM辅助上下文丰富及VQE模型风险评分，评估五个开源库发现5775项问题，实现高精度和召回率。