2 citations · 4 across the 2 of their papers we have counts for
4 papers
ASGNN: Graph Neural Networks with Adaptive Structure
Zepeng Zhang, Songtao Lu, Zengfeng Huang +1
The graph neural network (GNN) models have presented impressive achievements in numerous machine learning tasks. However, many existing GNN models are shown to be vulnerable to adv…
Joint Design of Transmit Waveforms and Receive Filters for MIMO Radar via Manifold Optimization
Huanyu Zhang, Ziping Zhao
The problem of joint design of transmit waveforms and receive filters is desirable in many application scenarios of multiple-input multiple-output (MIMO) radar systems. In this pap…
Sparse Reduced Rank Regression With Nonconvex Regularization
Ziping Zhao, Daniel P. Palomar
In this paper, the estimation problem for sparse reduced rank regression (SRRR) model is considered. The SRRR model is widely used for dimension reduction and variable selection wi…
Optimal Portfolio Design for Statistical Arbitrage in Finance
Ziping Zhao, Rui Zhou, Zhongju Wang +1
In this paper, the optimal mean-reverting portfolio (MRP) design problem is considered, which plays an important role for the statistical arbitrage (a.k.a. pairs trading) strategy…