Implementation of Machine Learning in Quantum Key Distributions. - Zi-Ang Ren; Yi-Peng Chen; Jing-Yang Liu; Hua-Jian Ding; Qin Wang 011 (IEEE Commun. Lett., 2021)

Optimal resource allocation of quantum digital signatures with machine learning. - Jia-Xin Xu; Zi-Ang Ren; Yi-Peng Chen; Chun-Hui Zhang; Qin Wang 011 (Quantum Inf. Process., 2022)

Optimal protocol & Key generating rates for 3 QKD-protocol under different scenarios. - Zi-Ang Ren; Chun-Hui Zhang; Qin Wang 011 (IEEE DataPort, 2022)