Dr. Xue Jiang | Xue Jiang

# Dr. Xue Jiang

Associate Professor
Department of Electronic Engineering
Shanghai Jiao Tong University, Shanghai, China

# Contact

1-415 SEIEE, 800 Dongchuan Rd.
Shanghai Jiao Tong University
Tel: +86 21-34204198
Email: xuejiang at sjtu dot edu dot cn

# Research Interests

My research interests mainly lie in statistical signal processing. Specific areas of interest include robust beamforming, array processing, estimation theory, sparse and low-rank learning, matrix/tensor completion, phase retrieval, and their applications to remote sensing, communications and data science. I am also interested in mathematical optimization and robust statistics.

# Education

Ph.D., McMaster University, Canada

# Working Experience

2017~Present    Shanghai Jiao Tong University, Associate Professor
2016~2017   Shanghai Jiao Tong University, Assistant Professor
2015~2016   Arizona State University, USA, Postdoc
2014~2015   McMaster University, Canada, Postdoc

# Professional Activities

IEEE Senior Member
Secretary of IEEE Signal Processing Society, Shanghai Chapter
Associate Editor of IEEE Transactions on Signal Processing
Editorial Board Member of IET Radar, Sonar & Navigation
Guest Editor of Special Issue “Robust Multi-Channel Signal Processing and Applications: On the Occasion of the 80th Birthday of Johann F. Böhme,” Signal Processing (Elsevier)
Organizing Committee Member of the 5-Minute Video Clip Contest (5-MICC) at 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020) in Barcelona, Spain (May 4-8): Let There Be a Beam.

# Invited Talks

Robust Minimum Dispersion Beamforming, presented at Signal Processing Group, Technische Universität Darmstadt, Darmstadt, Germany, July 2018.
Robust Matrix Completion and Its Applications, presented at Huawei Technical Forum, Shanghai, China, September 2016.

# Selected Publications

(Please also see the full list of publications.)

Xue Jiang, J. Chen, X. Liu, A. M. Zoubir, and Z. Zhou, "Phase-only robust minimum dispersion beamforming," Accepted by IEEE Transactions on Signal Processing. [PDF]
L. Chen, Xue Jiang (Corresponding Author), X. Liu, and Z. Zhou, "Robust low-rank tensor recovery via nonconvex singular value minimization," Accepted by IEEE Transactions on Image Processing. [PDF]
L. Tao, Y. Zhou, Xue Jiang (Corresponding Author), X. Liu, and Z. Zhou, "Convolutional neural network based dictionary learning for SAR target recognition," Accepted by IEEE Geoscience and Remote Sensing Letters. [PDF]
L. Tao, Xue Jiang (Corresponding Author), Z. Li, X. Liu, and Z. Zhou, “Multiscale supervised kernel dictionary learning for SAR target recognition,” Accepted by IEEE Transactions on Geoscience and Remote Sensing. [PDF]
L. Chen, Xue Jiang (Corresponding Author), X. Liu, Z. Li, and Z. Zhou, “Feature-enhanced speckle reduction via low-rank and space-angle continuity for circular SAR target recognition,” Accepted by IEEE Transactions on Geoscience and Remote Sensing. [PDF]
L. Chen, Xue Jiang (Corresponding Author), X. Liu, T. Kirubarajan, and Z. Zhou, Outlier-robust moving object and background decomposition via structured Lp-regularized low-rank representation," Accepted by IEEE Transactions on Emerging Topics in Computational Intelligence. [PDF]
L. Tao, Xue Jiang (Corresponding Author), Z. Li, X. Liu, and Z. Zhou, “Multiscale incremental dictionary learning with label constraint for SAR object recognition,” IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 1, pp. 80-84, Jan. 2019. [PDF]
C. Zheng, Xue Jiang (Corresponding Author), and X. Liu, Semi-supervised SAR ATR via multi-discriminator generative adversarial network," IEEE Sensors Journal, vol. 19, no. 17, pp. 7525-7533, Sep. 2019. [PDF]
Xue Jiang, J. Chen, H. C. So, and X. Liu, “Large-scale robust beamforming via L_infty-minimization,” IEEE Transactions on Signal Processing, vol. 66, no. 14, pp. 3824-3837, July 2018. [PDF]
Xue Jiang, H. C. So, A. Yasotharan, W. Zeng, and T. Kirubarajan, “Iterative constrained least squares for robust constant modulus beamforming," IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 6, pp. 2671-2689, December 2017. [PDF]
Xue Jiang, Z. Zhong, X. Liu, and H. C. So, “Robust matrix completion via alternating projection,” IEEE Signal Processing Letters, vol. 24, no. 5, pp. 579-583, May 2017. [PDF]
Xue Jiang, S. Rajan, and X. Liu, “Wirtinger flow method with optimal stepsize for phase retrieval,” IEEE Signal Processing Letters, vol. 23, no. 11, pp. 1627-1631, November 2016. [PDF]
Xue Jiang, W. Zeng, H. C. So, A. M. Zoubir, and T. Kirubarajan, “Beamforming via nonconvex linear regression,” IEEE Transactions on Signal Processing, vol. 64, no. 7, pp. 1714-1728, April 2016. [PDF]
Xue Jiang, W. Zeng, H. C. So, S. Rajan, and T. Kirubarajan, “Robust matched filtering in Lp-space,” IEEE Transactions on Signal Processing, vol. 63, no. 23, pp. 6184-6199, December 2015. (Ranked 8th Among the Top 25 Popular Articles of IEEE Transactions on Signal Processing in November 2015) [PDF]
Xue Jiang, W. Zeng, A. Yasotharan, H. C. So, and T. Kirubarajan, “Quadratically constrained minimum dispersion beamforming via gradient projection,” IEEE Transactions on Signal Processing, vol. 63, no. 1, pp. 192-205, January 2015. [PDF]
Xue Jiang, W. Zeng, A. Yasotharan, H. C. So, and T. Kirubarajan, “Robust beamforming by linear programming,” IEEE Transactions on Signal Processing, vol. 62, no. 7, pp. 1834-1849, April 2014. (Ranked 3rd Among the Top 25 Popular Articles of IEEE Transactions on Signal Processing in March 2014) [PDF]
Xue Jiang, W. Zeng, A. Yasotharan, H. C. So, and T. Kirubarajan, “Minimum dispersion beamforming for non-Gaussian signals,” IEEE Transactions on Signal Processing, vol. 62, no. 7, pp. 1879-1893, April 2014. (Ranked 13th Among the Top 25 Popular Articles of IEEE Transactions on Signal Processing in March 2014) [PDF]
Xue Jiang, A. Yasotharan, and T. Kirubarajan, “Robust beamforming with sidelobe suppression for impulsive signals,” IEEE Signal Processing Letters, vol. 22, no. 3, pp. 346-350, March 2015 [PDF]
Xue Jiang, K. Harishan, R. Tharmarasa, T. Kirubarajan, and T. Thayaparan, “Integrated track initialization and maintenance in heavy clutter using probabilistic data association,” Signal Processing, vol. 94, no. 1, pp. 241-250, January 2014. [PDF]
Xue Jiang, T. Kirubarajan, and W. Zeng, “Robust sparse channel estimation and equalization in impulsive noise using linear programming,” Signal Processing, vol. 93, issue 5, pp. 1095-1105, May 2013. [PDF]
Xue Jiang, W. Zeng, and X. Li, “Time-delay and Doppler scale estimation for wideband acoustic signals in multipath environments,” Journal of the Acoustical Society of America, vol. 130, no. 2, pp. 850-857, August 2011. [PDF]