78 citations · 133 across the 4 of their papers we have counts for
4 papers
Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs
Jiaren Xiao, Quanyu Dai, Xiaochen Xie +2
The high cost of data labeling often results in node label shortage in real applications. To improve node classification accuracy, graph-based semi-supervised learning leverages th…
Geometric Programming for Optimal Positive Linear Systems
Masaki Ogura, Masako Kishida, James Lam
This paper studies the parameter tuning problem of positive linear systems for optimizing their stability properties. We specifically show that, under certain regularity assumption…
Positive Definite Solutions of the Nonlinear Matrix Equation
Bin Zhou, Guang-Bin Cai, James Lam
This paper is concerned with the positive definite solutions to the matrix equation where is the unknown and is a given complex matrix. By…
Toward Solution of Matrix Equation X=Af(X)B+C
Bin Zhou, James Lam, Guang-Ren Duan
This paper studies the solvability, existence of unique solution, closed-form solution and numerical solution of matrix equation with $f(X) =\…