Spectrum Concentration in Deep Residual Learning: A Free Probability Approach

by Zenan Ling, Robert C. Qiu
Published 2019-01-01

Massive MIMO as a Big Data System: Random Matrix Models and Testbed

by Changchun Zhang, Robert C. Qiu
Published 2015-01-01

Deep reinforcement learning for power system applications: An overview

by Zidong Zhang, Dongxia Zhang, Robert C. Qiu
Published 2020-03-01

Reconstruction Residuals Based Long-term Voltage Stability Assessment Using Autoencoders

by Haosen Yang, Robert C. Qiu, Houjie Tong
Published 2020-01-01

60-GHz Millimeter-Wave Radio: Principle, Technology, and New Results

by Nan Guo, Robert C. Qiu, Shaomin S. Mo, Kazuaki Takahashi
Published 2006-12-01

Positive definite estimation of large covariance matrix using generalized nonconvex penalties

by Fei Wen, Yuan Yang, Peilin Liu, Robert C. Qiu
Published 2016-01-01

Analysis on the Empirical Spectral Distribution of Large Sample Covariance Matrix and Applications for Large Antenna Array Processing

by Guanping Lu, Jinsong Wu, Robert C. Qiu, Hong Ling
Published 2019-01-01

A Survey on Nonconvex Regularization-Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning

by Fei Wen, Lei Chu, Peilin Liu, Robert C. Qiu
Published 2018-01-01

Detection and Analysis of Multiple Events Based on High-Dimensional Factor Models in Power Grid

by Fan Yang, Robert C. Qiu, Zenan Ling, Xing He, Haosen Yang
Published 2019-04-01

Detection and classification of transmission line transient faults based on graph convolutional neural network

by Houjie Tong, Robert C. Qiu, Dongxia Zhang, Haosen Yang, Qi Ding, Xin Shi
Published 2021-05-01

Big Data Analytics in Mobile Cellular Networks

by Ying He, Fei Richard Yu, Nan Zhao, Hongxi Yin, Haipeng Yao, Robert C. Qiu
Published 2016-01-01

Nonconvex Regularization-Based Sparse Recovery and Demixing With Application to Color Image Inpainting

by Fei Wen, Lasith Adhikari, Ling Pei, Roummel F. Marcia, Peilin Liu, Robert C. Qiu
Published 2017-01-01

An accurate and real-time method of self-blast glass insulator location based on faster R-CNN and U-net with aerial images

by Zenan Ling, Dongxia Zhang, Robert C. Qiu, Zhijian Jin, Yuhang Zhang, Xing He, Haichun Liu
Published 2019-12-01

Identification of Lightning Strike on 500-kV Transmission Line Based on the Time-Domain Parameters of a Traveling Wave

by Yadong Liu, Gehao Sheng, Yue Hu, Yong Qian, Xiuchen Jiang, Robert C. Qiu, Yilu Liu
Published 2016-01-01