25 citations · 26 across the 2 of their papers we have counts for
3 papers
quant-ph2020★ 25 cited
Accelerated variational algorithms for digital quantum simulation of many-body ground states
Chufan Lyu, Victor Montenegro, Abolfazl Bayat
One of the key applications for the emerging quantum simulators is to emulate the ground state of many-body systems, as it is of great interest in various fields from condensed mat…
quant-ph2020★ 1 cited
Quantum transfer component analysis for domain adaptation
Xi He, Chufan Lyu, Min-Hsiu Hsieh +1
Domain adaptation, a crucial sub-field of transfer learning, aims to utilize known knowledge of one data set to accomplish tasks on another data set. In this paper, we perform one…
quant-ph2019
Quantum locally linear embedding for nonlinear dimensionality reduction
Xi He, Li Sun, Chufan Lyu +1
Reducing the dimension of nonlinear data is crucial in data processing and visualization. The locally linear embedding algorithm (LLE) is specifically a representative nonlinear di…