23 citations · 62 across the 7 of their papers we have counts for
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quant-ph2021★ 12 cited
Experimental demonstration of adversarial examples in learning topological phases
Huili Zhang, Si Jiang, Xin Wang +7
Classification and identification of different phases and the transitions between them is a central task in condensed matter physics. Machine learning, which has achieved dramatic…
quant-ph2021★ 2 cited
Weighted Quantum Channel Compiling through Proximal Policy Optimization
Weiyuan Gong, Si Jiang, Dong-Ling Deng
We propose a general and systematic strategy to compile arbitrary quantum channels without using ancillary qubits, based on proximal policy optimization -- a powerful deep reinforc…