45 citations · 69 across the 3 of their papers we have counts for
5 papers
Variational quantum compiling with double Q-learning
Zhimin He, Lvzhou Li, Shenggen Zheng +2
Quantum compiling aims to construct a quantum circuit V by quantum gates drawn from a native gate alphabet, which is functionally equivalent to the target unitary U. It is a crucia…
Quantum speedup for twin support vector machines
Zekun Ye, Lvzhou Li, Haozhen Situ +1
We devise new quantum algorithms that exponentially speeds up the training and prediction procedures of twin support vector machines (TSVM). To train TSVMs using quantum methods, w…
Quantum generative adversarial network for generating discrete distribution
Haozhen Situ, Zhimin He, Yuyi Wang +2
Quantum machine learning has recently attracted much attention from the community of quantum computing. In this paper, we explore the ability of generative adversarial networks (GA…
Capability of local operations and classical communication for distinguishing bipartite unitary operations
Lvzhou Li, Shenggen Zheng, Haozhen Situ +1
The problem behind this paper is, if the number of queries to unitary operations is fixed, say , then when do local operations and classical communication (LOCC) suffice for opt…
Investigating the implementation of restricted sets of multiqubit operations on distant qubits: a communication complexity perspective
Haozhen Situ, Daowen Qiu
We propose a protocol for Alice to implement a multiqubit quantum operation from the restricted sets on distant qubits possessed by Bob, and then we investigate the communication c…