Qi Sun, Yunzhe Tao and Qiang Du, Stochastic training of residual networks in deep learning, Mathematica Numerica Sinica, 2020, 42(3) : 349-369.

Qi Sun and Qiang Du, A distributed optimal control problem with averaged stochastic gradient descent, Communication in Computational Physics, 2020, 27(3), 753-774.

Hong Liang, Qi Sun and Qiang Du, Data-driven compressive sensing and applications in uncertainty quantification, Journal of Computational Physics, 2018, 374, 787-802.