155 citations · 1.2k across the 47 of their papers we have counts for
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quant-ph2021★ 6 cited
Role of symmetry in quantum search via continuous-time quantum walk
Yunkai Wang, Shengjun Wu
For quantum search via the continuous-time quantum walk, the evolution of the whole system is usually limited in a small subspace. In this paper, we discuss how the symmetries of t…
quant-ph2021★ 11 cited
Implementation of quantum stochastic walks for function approximation, two-dimensional data classification, and sequence classification
Lu-Ji Wang, Jia-Yi Lin, Shengjun Wu
We study a quantum stochastic neural network (QSNN) based on quantum stochastic walks on a graph, and use gradient descent to update the network parameters. We apply a toy model of…