15 citations · 15 across the 5 of their papers we have counts for
5 papers
Almost-sure convergence of iterates and multipliers in stochastic sequential quadratic optimization
Frank E. Curtis, Xin Jiang, Qi Wang
Stochastic sequential quadratic optimization (SQP) methods for solving continuous optimization problems with nonlinear equality constraints have attracted attention recently, such…
A globally convergent difference-of-convex algorithmic framework and application to log-determinant optimization problems
Chaorui Yao, Xin Jiang
The difference-of-convex algorithm (DCA) is a conceptually simple method for the minimization of (possibly) nonconvex functions that are expressed as the difference of two convex f…
Bregman three-operator splitting methods
Xin Jiang, Lieven Vandenberghe
The paper presents primal-dual proximal splitting methods for convex optimization, in which generalized Bregman distances are used to define the primal and dual proximal update ste…
Consolidating Kinematic Models to Promote Coordinated Mobile Manipulations
Ziyuan Jiao, Zeyu Zhang, Xin Jiang +4
We construct a Virtual Kinematic Chain (VKC) that readily consolidates the kinematics of the mobile base, the arm, and the object to be manipulated in mobile manipulations. Accordi…
Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs
Jiarong Xu, Yizhou Sun, Xin Jiang +4
Adversarial attacks on graphs have attracted considerable research interests. Existing works assume the attacker is either (partly) aware of the victim model, or able to send queri…