32 citations · 64 across the 13 of their papers we have counts for
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quant-ph2022★ 12 cited
Quantum Approximate Optimization Algorithm Parameter Prediction Using a Convolutional Neural Network
Ningyi Xie, Xinwei Lee, Dongsheng Cai +2
The Quantum approximate optimization algorithm (QAOA) is a quantum-classical hybrid algorithm aiming to produce approximate solutions for combinatorial optimization problems. In th…
quant-ph2022★ 1 cited
A Depth-Progressive Initialization Strategy for Quantum Approximate Optimization Algorithm
Xinwei Lee, Ningyi Xie, Yoshiyuki Saito +2
The quantum approximate optimization algorithm (QAOA) is known for its capability and universality in solving combinatorial optimization problems on near-term quantum devices. The…