Kai Liu

activity

20172023

most citedA review of knowledge graph application scenarios in cyber security

18 citations · 23 across the 9 of their papers we have counts for

collaborators

Showing math.OCShow all

2 papers · 1 filter

math.OC2023

Strictly Low Rank Constraint Optimization -- An Asymptotically $O (\frac{1}{t ^{2}})$ Method

Mengyuan Zhang, Kai Liu

We study a class of non-convex and non-smooth problems with \textit{rank} regularization to promote sparsity in optimal solution. We propose to apply the proximal gradient descent…

math.OC2017

Dynamic Sharing Through the ADMM

Xuanyu Cao, K. J. Ray Liu

In this paper, we study a dynamic version of the sharing problem, in which a dynamic system cost function composed of time-variant local costs of subsystems and a shared time-varia…

Strictly Low Rank Constraint Optimization -- An Asymptotically O(t21​) Method

Dynamic Sharing Through the ADMM

Strictly Low Rank Constraint Optimization -- An Asymptotically $O (\frac{1}{t ^{2}})$ Method