Xuejun Liao

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

  • Office Phone: (919) 236-3386
  • Email Address: xjliao@ee.duke.edu

Education

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

Representative Publications

  • Yang, J; Liao, X; Yuan, X; Llull, P; Brady, DJ; Sapiro, G; Carin, L, Compressive sensing by learning a Gaussian mixture model from measurements., IEEE Transactions on Image Processing, vol 24 no. 1 (2015), pp. 106-119 [abs].
  • 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 [abs].
  • Yuan, X; Llull, P; Liao, X; Yang, J; Brady, DJ; Sapiro, G; Carin, L, Low-cost compressive sensing for color video and depth, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (2014), pp. 3318-3325 [10.1109/CVPR.2014.424] [abs].
  • Yang, J; Liao, X; Chen, M; Carin, L, Compressive sensing of signals from a GMM with sparse precision matrices, Advances in Neural Information Processing Systems, vol 4 no. January (2014), pp. 3194-3202 [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) [abs].