Professional services

Interests：

  1. Machine Learning and Optimization

  2. Array/Speech Signal Processing

  3. Image Processing

Topics:

  • Direction-of-arrival (DOA) estimation;

  • Multiple-input multiple-output (MIMO) radar;

  • Image denoising/inpainting;

  • Robust sparse recovery;

  • Matrix/Tensor completion;

  • Spiking neural networks (SNNs);

  • Keyword spotting;

  • Deep learning;

  • Dimensionality reduction;

  • Network compression.

Invited talks:

  • "Image denoising via 2D random interpolation average scheme", hosted by Prof. Truong Nguyen (IEEE Fellow), Department of Electrical and Computer Engineering, University of California, San Diego (UCSD), 03 Dec. 2018.

  • "Weakly convex optimization for signal processing problems", hosted by Prof. P.P. Vaidyanathan (IEEE Fellow), Department of Electrical Engineering, California Institute of Technology (Caltech), 30 Nov. 2018.

Professional Activities

  1. Associate Editor:


  1. Guest Editor:

  • X. Wang, Q. Liu, and B. Zhang, "Special Issue on Efficient Processing and Learning with DNNs for Multidimensional Signal Processing", International Journal of Antennas and Propagation, 2022. https://www.hindawi.com/journals/ijap/si/837632/

  • X. Wang, Q. Liu, B. Zhang and W. Liu, "Special Issue on Scalable and Robust Optimization Techniques for Multidimensional Signal Processing", Wireless Communications and Mobile Computing, 2022. https://www.hindawi.com/journals/wcmc/si/395818/


  1. Chair:

  • Special Session Chair of "Artificial Intelligence based Array Signal Processing and Its Applications" in the 2nd International Conference on Frontiers of Electronics, Information and Computation Technologies (ICFEICT), Wuhan, China, 2022. http://www.feict.net/workshop/


  1. Technical Reviewer for Journals & Conferences:

  • Wireless Communications and Signal Processing：

IEEE Internet of Things Journal

IEEE Transactions on Signal Processing

IEEE Transactions on Communications

IEEE Transactions on Audio, Speech and Language Processing

IEEE Journal of Selected Topics in Signal Processing

IEEE Transactions on Aerospace and Electronic Systems

IEEE Transactions on Vehicular Technology

IEEE Transactions on Systems, Man and Cybernetics: Systems

IEEE Sensors Journal

IEEE Systems Journal

IEEE Signal Processing Letters

IEEE Wireless Communications Letters

IEEE Communications Letters

Signal Processing

Digital Signal Processing

Circuits, Systems, and Signal Processing

Multidimensional Systems and Signal Processing

SCIENCE CHINA Information Sciences

IET Microwaves, Antennas & Propagation

  • Computational Intelligence：

IEEE Transactions on Cybernetics

IEEE Transactions on Evolutionary Computations

Journal of Machine Learning Research

  • Conferences

IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) 2018.

IEEE International Joint Conference on Neural Networks (IJCNN) 2021.

IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022.