Xuejun Liao

Image of Xuejun Liao

Assistant Research Professor in the Department of Electrical and Computer Engineering

Appointments and Affiliations
  • Assistant Research Professor in the Department of Electrical and Computer Engineering
Contact Information:
Education:

  • Ph.D. Xidian University (China), 1999
  • M.S.E.E. Hunan University (China), 1993
  • B.S. Hunan University (China), 1990

Specialties:

Signal Processing

Courses Taught:

    Representative Publications: (More Publications)
      • Yang, J; Yuan, X; Liao, X; Llull, P; Brady, DJ; Sapiro, G; Carin, L, Video compressive sensing using Gaussian mixture models., IEEE Transactions on Image Processing, vol 23 no. 11 (2014), pp. 4863-4878 [10.1109/tip.2014.2344294] [abs].
      • Liao, X; Li, H; Carin, L, Generalized Alternating Projection for Weighted-$\ell_{2,1}$ Minimization with Applications to Model-Based Compressive Sensing, SIAM Journal on Imaging Sciences, vol 7 no. 2 (2014), pp. 797-823 [10.1137/130936658] [abs].
      • Padmanabhan, RK; Somasundar, VH; Griffith, SD; Zhu, J; Samoyedny, D; Tan, KS; Hu, J; Liao, X; Carin, L; Yoon, SS; Flaherty, KT; Dipaola, RS; Heitjan, DF; Lal, P; Feldman, MD; Roysam, B; Lee, WM, An active learning approach for rapid characterization of endothelial cells in human tumors., PloS one, vol 9 no. 3 (2014) [10.1371/journal.pone.0090495] [abs].
      • Liu, M; Liao, X; Carin, L, Online expectation maximization for reinforcement learning in POMDPs, International Joint Conference on Artificial Intelligence (2013), pp. 1501-1507 [abs].
      • Yang, J; Yuan, X; Liao, X; Llull, PR; Sapiro, GR; Brady, DJ; Carin, L, Gaussian mixture model for video compressive sensing, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings (2013), pp. 19-23 [10.1109/ICIP.2013.6738005] [abs].