Paper for Quantum InfraPaper for Quantum Infrastructure
量子基础设施文献库Quantum Infrastructure Paper Library
paper4qi（Paper for Quantum Infrastructure）汇总 IEEE QCE 会议（2020–2026）与 IEEE TQE 期刊（2020–2026，Vol. 1–7）共 2,338 条出版记录，按研究方向分类、附中文创新点说明与英文摘要，每周自动更新。paper4qi (Paper for Quantum Infrastructure) aggregates 2,338 publication records from the IEEE QCE conference (2020–2026) and the IEEE TQE journal (2020–2026, Vol. 1–7), classified by research area, with Chinese key-contribution notes and English abstracts. Updated weekly.
研究方向分布（两源合并，2,338 条）Research Area Distribution (both sources combined, 2,338 records)
13 类统一分类 · 不含封面/索引等前置页 · 点击图例可在 统计页 看逐年演变Unified 13-category taxonomy · Excludes front matter such as covers and indexes · Click the legend to see year-by-year trends on the statistics page
体系结构、编译与基准测试Architecture, Compilation & Benchmarking 673 量子机器学习Quantum Machine Learning 457 量子算法与应用Algorithms & Applications 385 量子通信与网络Communication & Networks 321 量子纠错与容错计算Error Correction & Fault Tolerance 132 自旋/离子阱/中性原子等平台Spin / Trapped-Ion / Neutral-Atom Platforms 111 超导量子硬件Superconducting Hardware 54 量子光子学与光学器件Photonics & Optical Devices 43 低温电子学与量子测控Cryogenic Electronics & Control 30 综述与路线图Reviews & Roadmaps 20 量子材料与器件工艺Materials & Fabrication 17 量子传感与计量Sensing & Metrology 6 研究脉络 2020–2026Research Trajectory, 2020–2026
会议快照（QCE，反映投稿热度）× 期刊档案（TQE，反映工程沉淀）双轨视角 · 分源叙述见下Two lenses: conference snapshots (QCE, reflecting submission activity) × journal records (TQE, reflecting engineering depth) · Per-source narratives below
2020–2021
奠基期：算法与量子互联网愿景Foundations: Algorithms and the Quantum-Internet Vision
QCE 创办，算法与理论、量子机器学习双主导；TQE 创刊，量子算法与量子通信网络（中继、纠缠分发、QKD）为两大支柱。领域关键词：NISQ 时代能做什么。QCE is founded, led jointly by algorithms & theory and quantum machine learning; TQE launches with quantum algorithms and quantum communication networks (repeaters, entanglement distribution, QKD) as its two pillars. The field's defining question: what can be done in the NISQ era.
2022–2023
工程化工具链崛起The Rise of Engineering Toolchains
QCE 体量翻倍（156→334 篇），软件与工具、编译与电路优化标签放量；TQE 体系结构/编译/基准类跃升，硬件平台论文增多——从"证明可行"转向"如何高效实现与评估"。QCE doubles in volume (156 → 334 papers), with software & tools and compilation & circuit optimization growing fast; TQE sees a jump in architecture / compilation / benchmarking and more hardware-platform papers — the emphasis shifts from proving feasibility to implementing and evaluating efficiently.
2023–2024
硬件多样化与机器学习热潮Hardware Diversification and the Machine-Learning Wave
TQE 量子机器学习达峰（9 篇），超导/离子阱/自旋/中性原子/光子多平台并进，材料工艺论文出现；QCE 硬件与器件标签升至 52→77 次。Quantum machine learning peaks at TQE (9 papers), superconducting, trapped-ion, spin, neutral-atom and photonic platforms advance in parallel, and materials & fabrication papers appear; QCE hardware & device tags climb from 52 to 77.
2024–2026
容错与规模化Fault Tolerance and Scaling
纠错论文回升（TQE 2026 年 15 篇；QCE 纠错标签累计 94 次）；低温测控成为 TQE 显著类别；QCE26 日程中 QSYS+QAPP 占 39%、27 篇 Best Paper 集中在解码/网络/系统——量子互联网工程化与容错架构成为共同主线。Error-correction papers rebound (15 in TQE 2026; 94 error-correction tags at QCE in total); cryogenic control becomes a prominent TQE category; QSYS + QAPP make up 39% of the QCE26 program, with 27 Best Papers concentrated in decoding, networking and systems — engineering the quantum internet and fault-tolerant architectures become the shared thread.
分源详细脉络：〈QCE 会议六年演变〉与〈TQE 期刊四阶段〉；
逐年分类数据见〈方向统计〉。
Detailed per-source narratives: “Six Years of QCE” and “Four Phases of TQE”;
year-by-year category figures under “Statistics”.