10 citations · 12 across the 4 of their papers we have counts for
4 papers
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…
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…
QSAN: A Near-term Achievable Quantum Self-Attention Network
Jinjing Shi, Ren-Xin Zhao, Wenxuan Wang +2
Self-Attention Mechanism (SAM) is good at capturing the internal connections of features and greatly improves the performance of machine learning models, espeacially requiring effi…
An Unbiased Quantum Random Number Generator Based on Boson Sampling
Jinjing Shi, Tongge Zhao, Yizhi Wang +5
It has been proven that Boson sampling is a much promising model of optical quantum computation, which has been applied to designing quantum computer successfully, such as "Jiuzhan…