Xuejun Liao

Xuejun Liao

Adjunct Assistant Professor in the Department of Electrical and Computer Engineering

Appointments and Affiliations

  • Adjunct Assistant Professor in the Department of Electrical and Computer Engineering

Contact Information

  • Office Location: 130 Hudson Hall, Durham, NC 27708
  • 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

  • Song, Z; Liao, X; Carin, L, Solving DEC-POMDPs by expectation maximization of value functions, AAAI Spring Symposium - Technical Report, vol SS-16-01 - 07 (2016), pp. 68-76 [abs].
  • Su, Q; Liao, X; Chen, C; Carin, L, Nonlinear statistical learning with truncated Gaussian graphical models, 33rd International Conference on Machine Learning, ICML 2016, vol 4 (2016), pp. 2884-2895 [abs].
  • Liu, M; Amato, C; Liao, X; Carin, L; How, JP, Stick-breaking policy learning in Dec-POMDPs, International Joint Conference on Artificial Intelligence, vol 2015-January (2015), pp. 2011-2018 [abs].
  • 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 [10.1109/tip.2014.2365720] [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 [10.1109/tip.2014.2344294] [abs].