Zhongming Chen

Tensor Network alternating linear scheme for MIMO Volterra system identification

Kim Batselier, Zhongming Chen, Ngai Wong · Automatica · 2017 · 59 citations

Mimo System, Tensor Network, Engineering +4

Parallelized Tensor Train Learning of Polynomial Classifiers

Zhongming Chen, Kim Batselier, Johan A. K. Suykens et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 43 citations · Full text

Engineering, Machine Learning, Polynomial Classifiers +17

A Tensor Network Kalman filter with an application in recursive MIMO Volterra system identification

Kim Batselier, Zhongming Chen, Ngai Wong · Automatica · 2017 · 42 citations

State Estimation, Nonlinear System Identification, Parameter Identification +4

Circulant tensors with applications to spectral hypergraph theory and stochastic process

Zhongming Chen, Liqun Qi · Journal of Industrial and Management Optimization · 2016 · 33 citations · Full text

Spectral Theory, Engineering, Graph Theory +12

A semismooth Newton method for tensor eigenvalue complementarity problem

Zhongming Chen, Liqun Qi · Computational Optimization and Applications · 2016 · 24 citations

Engineering, Variational Analysis, Complementarity Problems +4