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quant-ph2026
Quantum-enhanced ghost imaging recognition via joint optimization of speckle patterns and quantum network parameters
Yirui Mao, Xiangyu Ge, Yuhang Tu +3
Ghost imaging enables nonlocal image reconstruction and exhibits strong robustness against interference, but achieving high-fidelity recognition at ultra-low sampling rates remains…
quant-ph2026
Hierarchical Progressive Optimization for Multi-Qubit Pauli Noise Modeling
Xiangyu Ge, Jiafei Ge, Shengmei Zhao +2
Quantum Noise Characterization (QNC) is indispensable for benchmarking and mitigating errors in Noisy Intermediate-Scale Quantum (NISQ) devices. However, traditional Quantum Proces…
quant-ph2026
PdrQC: Pauli-space Discriminative Representations based Quantum Classifier
Yuhang Tu, Jinfan Wang, Hao Huang +3
Quantum classification faces two key challenges. First, the difficulty of distinguishing between different classes varies: some class pairs are easy to separate, while others are m…