413 citations · 1.4k across the 33 of their papers we have counts for
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Quantum-Inspired Solvers on Mixed-Integer Linear Programming Problem
Hao Wang, Yu Pan, Wei Cui
Mixed-integer linear programming (MILP) plays a crucial role in artificial intelligence, biochemistry, finance, cryptography, etc. Notwithstanding popular for decades, the research…
An unsupervised feature learning for quantum-classical convolutional network with applications to fault detection
Tong Dou, Zhenwei Zhou, Kaiwei Wang +2
Combining the advantages of quantum computing and neural networks, quantum neural networks (QNNs) have gained considerable attention recently. However, because of the lack of quant…
Module for arbitrary controlled rotation in gate-based quantum algorithms
Shilu Yan, Tong Dou, Runqiu Shu +1
To assess whether a gate-based quantum algorithm can be executed successfully on a noisy intermediate-scale quantum (NISQ) device, both complexity and actual value of quantum resou…
Anonymous communication protocol over quantum networks
Beili Gong, Wei Cui
We propose a W state-based protocol for anonymously transmitting quantum messages in a quantum network. Different from the existing protocols [A. Unnikrishnan, et al., Phys. Rev. L…
Hybrid algorithms to solve linear systems of equations with limited qubit resources
Fang Gao, Guojian Wu, Mingyu Yang +2
The solution of linear systems of equations is a very frequent operation and thus important in many fields. The complexity using classical methods increases linearly with the size…
Nonlinear Quantum Neuron: A Fundamental Building Block for Quantum Neural Networks
Shilu Yan, Hongsheng Qi, Wei Cui
Quantum computing enables quantum neural networks (QNNs) to have great potentials to surpass artificial neural networks (ANNs). The powerful generalization of neural networks is at…