Selected recent papers (among 100+ SCI papers):

 

  1. Xuedan Miao, Ying Liu, Haiquan Zhao, Chunguang Li*, Distributed Online One-Class Support Vector Machine for Anomaly Detection over Networks, IEEE Transactions on Cybernetics, in press

  2. Shengnan Wang, Chunguang Li*, Distributed Graph Hashing, IEEE Transactions on Cybernetics,  in press

  3. Ying Liu, Chunguang Li*, Secure Distributed Estimation over Wireless Sensor Networks Under Attacks, IEEE Transactions on  Aerospace and Electronic Systems, in press

  4. Heyu Wang, Chunguang Li*, Distributed Quantile Regression over Networks, IEEE Transactions on Signal and Information Processing over Networks,  Vol.4, Iss. 2, pp. 338-348, 2018.

  5. Shu-Jie Chen, Hui-Liang Shen, Chunguang Li, John H. Xin, Normalized Total Gradient: A New Measure for Multispectral Image Registration, IEEE Transactions on Image Processing, Vol. 27, Iss. 3, pp. 1297-1310, 2018.

  6. Chunguang Li*, Songyan Huang, Ying Liu, Zhaoyang Zhang, Distributed Jointly Sparse Multi-task Learning over Networks, IEEE Transactions on Cybernetics, vol. 48, Iss. 1, pp.151-164, 2018. 

  7. Shengnan Wang, Chunguang Li*, Distributed robust optimization in networked system, IEEE Transactions on Cybernetics, Vol. 47, No. 8, pp. 2321-2333, 2017. 

  8. Junhao Hua, Chunguang Li*, Hui-Liang Shen, Distributed Learning of Predictive Structures from Multiple Tasks Over Networks, IEEE Transactions on Industrial Electronics, vol. 64, Iss. 5, pp. 4246-4256, 2017. 

  9. Zhaoting Liu, Chunguang Li*, Recursive least-squares for censored regression, IEEE Transactions on Signal Processing, vol. 65, Iss. 6, pp. 1565-1579, 2017.

  10. Hui-Liang Shen, Tian-Qi Han, Chunguang Li, Efficient Photometric Stereo Using Kernel Regression, IEEE Transactions on Image Processing, vol. 26, Iss. 1, pp. 439-451, 2017. 

  11. Chunguang Li*, Songyan Huang, Ying Liu, Yiguang Liu, Distributed TLS over Multitask Networks with Adaptive Intertask Cooperation, IEEE Transactions on Aerospace and Electronic Systems, vol. 52, No.6, pp.3036-3052, 2016.

  12. Zhi-Wei Pan, Hui-Liang Shen, Chunguang Li, et al., Fast Multispectral Imaging by Spatial Pixel-Binning and Spectral Unmixing, IEEE Transactions on Image Processing, vol. 25, No. 8, pp. 3612-3625, 2016.  

  13. Junhao Hua, Chunguang Li*, Distributed Variational Bayesian Algorithms over Sensor Networks, IEEE Transactions on Signal Processing, vol.64, Iss. 3, pp. 783-798, 2016. 

  14. Zhaoting Liu, Chunguang Li*, Yiguang Liu, Distributed Censored Regression Over Networks, IEEE Transactions on Signal Processing, Vol. 63, Iss. 20, pp. 5437-5449, 2015. 

  15. Yiguang Liu, Yinjie Lei, Chunguang Li, et al., A random algorithm for low-rank decomposition of large-scale matrices with missing entries, IEEE Transactions on Image Processing, Vol.24, Iss. 11, pp. 4502-4511, 2015. 

  16. Zhaoting Liu, Chunguang Li*, Censored Regression with Noisy Input, IEEE Transactions on Signal Processing, vol. 63, Iss. 19, pp. 5071-5082, 2015. 

  17. Pengcheng Shen, Chunguang Li*, Minimum Total Error Entropy Method for Parameter Estimation, IEEE Transactions on Signal Processing, vol. 63, Iss. 15, pp. 4079-4090, 2015.

  18. Songyan Huang, Chunguang Li*, Distributed sparse total least-squares over networks,IEEE Transactions on Signal Processing, Vol. 63, Iss.11, pp. 2986-2998, 2015. 

  19. Pengcheng Shen, Chunguang Li*, Distributed Information Theoretic Clustering, IEEE Transactions on Signal Processing, Vol. 62, Iss. 13, pp. 3442-3453, 2014. 

  20. Zhaoting Liu, Ying Liu, Chunguang Li*, Distributed Sparse Recursive Least-Squares over Networks, IEEE Transactions on Signal Processing, Vol.62, Iss. 6, pp. 1386-1395, 2014.


  21. * Corresponding author