1 citations · 1 across the 7 of their papers we have counts for
9 papers
Understand the Effectiveness of Shortcuts through the Lens of DCA
Youran Sun, Yihua Liu, Yi-Shuai Niu
Difference-of-Convex Algorithm (DCA) is a well-known nonconvex optimization algorithm for minimizing a nonconvex function that can be expressed as the difference of two convex ones…
Accelerated DC Algorithms for the Asymmetric Eigenvalue Complementarity Problem
Yi-Shuai Niu
We are interested in solving the Asymmetric Eigenvalue Complementarity Problem (AEiCP) by accelerated Difference-of-Convex (DC) algorithms. Two novel hybrid accelerated DCA: the Hy…
An Accelerated DC Programming Approach with Exact Line Search for The Symmetric Eigenvalue Complementarity Problem
Yi-Shuai Niu
In this paper, we are interested in developing an accelerated Difference-of-Convex (DC) programming algorithm based on the exact line search for efficiently solving the Symmetric E…
A Variable Metric and Nesterov Extrapolated Proximal DCA with Backtracking for A Composite DC Program
Yu You, Yi-Shuai Niu
In this paper, we consider a composite difference-of-convex (DC) program, whose objective function is the sum of a smooth convex function with Lipschitz continuous gradient, a prop…
Power-product matrix: nonsingularity, sparsity and determinant
Yi-Shuai Niu, Hu Zhang
We prove the nonsingularity of a class of integer matrices V(n,d), namely power-product matrix, for positive integers n and d. Some technical proofs are mainly based on linear alge…
Spatio-Temporal Neural Network for Fitting and Forecasting COVID-19
Yi-Shuai Niu, Wentao Ding, Junpeng Hu +2
We established a Spatio-Temporal Neural Network, namely STNN, to forecast the spread of the coronavirus COVID-19 outbreak worldwide in 2020. The basic structure of STNN is similar…