4 citations · 6 across the 3 of their papers we have counts for
3 papers
quant-ph2024★ 4 cited
GQHAN: A Grover-inspired Quantum Hard Attention Network
Ren-Xin Zhao, Jinjing Shi, Xuelong Li
Numerous current Quantum Machine Learning (QML) models exhibit an inadequacy in discerning the significance of quantum data, resulting in diminished efficacy when handling extensiv…
quant-ph2023
QKSAN: A Quantum Kernel Self-Attention Network
Ren-Xin Zhao, Jinjing Shi, Xuelong Li
Self-Attention Mechanism (SAM) excels at distilling important information from the interior of data to improve the computational efficiency of models. Nevertheless, many Quantum Ma…
quant-ph2023★ 2 cited
Delegated variational quantum algorithms based on quantum homomorphic encryption
Qin Li, Junyu Quan, Jinjing Shi +2
Variational quantum algorithms (VQAs) are considered as one of the most promising candidates for achieving quantum advantages on quantum devices in the noisy intermediate-scale qua…