Selected recent papers (among 100+ SCI papers):

 

  1. Chunguang Li*, Songyan Huang, Ying Liu, Zhaoyang Zhang, Distributed Jointly Sparse Multi-task Learning over Networks, IEEE Transactions on Cybernetics, in press. 
  2. Shengnan Wang, Chunguang Li*, Distributed robust optimization in networked system, IEEE Transactions on Cybernetics, Vol. 47, No. 8, pp. 2321-2333, 2017. 
  3. 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. 
  4. Zhaoting Liu, Chunguang Li*, Recursive least-squares for censored regression, IEEE Transactions on Signal Processing, vol. 65, Iss. 6, pp. 1565-1579, 2017.
  5. 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. 
  6. 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.
  7. 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.  
  8. Junhao Hua, Chunguang Li*, Distributed Variational Bayesian Algorithms over Sensor Networks, IEEE Transactions on Signal Processing, vol.64, Iss. 3, pp. 783-798, 2016. 
  9. Zhaoting Liu, Chunguang Li*, Yiguang Liu, Distributed Censored Regression Over Networks, IEEE Transactions on Signal Processing, Vol. 63, Iss. 20, pp. 5437-5449, 2015. 
  10. 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. 
  11. Zhaoting Liu, Chunguang Li*, Censored Regression with Noisy Input, IEEE Transactions on Signal Processing, vol. 63, Iss. 19, pp. 5071-5082, 2015. 
  12. 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.
  13. Songyan Huang, Chunguang Li*, Distributed sparse total least-squares over networks,IEEE Transactions on Signal Processing, Vol. 63, Iss.11, pp. 2986-2998, 2015. 
  14. Pengcheng Shen, Chunguang Li*, Distributed Information Theoretic Clustering, IEEE Transactions on Signal Processing, Vol. 62, Iss. 13, pp. 3442-3453, 2014. 
  15. 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.
  16. Chunguang Li*, Pengcheng Shen, Ying Liu, Zhaoyang Zhang, Diffusion Information Theoretic Learning for Distributed Estimation over Network, IEEE Transactions on Signal Processing, Vol. 61, Iss. 16, pp. 4011-4024, 2013. 
  17. Songyan Huang, Chunguang Li*, Yiguang Liu, Complex-valued filtering based on the minimization of complex-error entropy, IEEE Transactions on Neural Networks and Learning Systems, Vol. 24, pp.695-708, 2013. 
  18. Ying Liu, Chunguang Li*, Firing Rate Propagation through Neuronal-Astrocytic Network, IEEE Transactions on Neural Networks and Learning Systems, Vol. 24, pp.789-799, 2013. 
  19. Chunguang Li*, Yuke Li, A Spike-based model of neuronal intrinsic plasticity, IEEE Transactions on Autonomous Mental Development, Vol.5, pp. 62-73, 2013. 
  20. Ying Liu, Chunguang Li*, Zhaoyang Zhang, Diffusion sparse least-mean squares over networks, IEEE Transactions on Signal Processing, Vol. 60, pp.4480-4485, 2012. 

* Corresponding author