49 citations · 52 across the 2 of their papers we have counts for
2 papers
quant-ph2022★ 49 cited
Robust resource-efficient quantum variational ansatz through evolutionary algorithm
Yuhan Huang, Qingyu Li, Xiaokai Hou +4
Variational quantum algorithms (VQAs) are promising methods to demonstrate quantum advantage on near-term devices as the required resources are divided between a quantum simulator…
quant-ph2021★ 3 cited
A universal duplication-free quantum neural network
Xiaokai Hou, Guanyu Zhou, Qingyu Li +2
Universality of neural networks describes the ability to approximate arbitrary function, and is a key ingredient to keep the method effective. The established models for universal…