456 citations · 1.7k across the 24 of their papers we have counts for
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quant-ph2017★ 19 cited
An efficient quantum algorithm for generative machine learning
Xun Gao, Zhengyu Zhang, Luming Duan
A central task in the field of quantum computing is to find applications where quantum computer could provide exponential speedup over any classical computer. Machine learning repr…
quant-ph2017★ 8 cited
Can Chaotic Quantum Circuits Maintain Quantum Supremacy under Noise?
Man-Hong Yung, Xun Gao
Although the emergence of a fully-functional quantum computer may still be far away from today, in the near future, it is possible to have medium-size, special-purpose, quantum dev…
cond-mat.dis-nn2017★ 346 cited
Efficient Representation of Quantum Many-body States with Deep Neural Networks
Xun Gao, Lu-Ming Duan
The challenge of quantum many-body problems comes from the difficulty to represent large-scale quantum states, which in general requires an exponentially large number of parameters…