Jiahong Guo, Xiao Wang, Xiantao Xiao, Preconditioned Primal-Dual Gradient Methods for Nonconvex Composite and Finite-Sum Optimization, 2023. arxiv

Jiahong Guo, Xiao Wang, Xiantao Xiao, Dynamical convergence analysis for nonconvex linearized proximal ADMM algorithms, 2023. arxiv

Xiantao Xiao, Penalized stochastic gradient methods for stochastic convex optimization with expectation constraints, 2019. optimization-online