3 papers
quant-ph2026
A Modular Benchmark of Variational Quantum Attack Algorithms for S-DES
Zeguo Wang, Quanfeng Lu, Wentao Yang +3
Variational quantum algorithms (VQAs) have emerged as a promising approach to quantum cryptanalysis on noisy intermediate-scale quantum (NISQ) devices. Although numerous variationa…
cs.LG2026
HiQ-Lip: A Hierarchical Quantum-Classical Method for Global Lipschitz Constant Estimation of ReLU Networks
Haoqi He, Yan Xiao, Wenzhi Xu +3
Estimating the global Lipschitz constant of neural networks is crucial for understanding and improving their robustness and generalization capabilities. However, precise calculatio…
quant-ph2025
Alleviating CoD in Renewable Energy Profile Clustering Using an Optical Quantum Computer
Chengjun Liu, Yijun Xu, Wei Gu +4
The traditional clustering problem of renewable energy profiles is typically formulated as a combinatorial optimization that suffers from the Curse of Dimensionality (CoD) on class…