Yao Xie

Published papers are listed below by journal/conference. A list by years of is here.

Selected Preprints

  1. Reinforcement learning of spatio-temporal point processes.
    S. Zhu, S. Li, and Y. Xie.
  2. Crime linkage detection by spatial-temporal-textual point processes.
    S. Zhu, and Y. Xie.
  3. Sequential subspace changepoint detection.
    L. Xie, Y. Xie, G. Moustakides.
    A preliminary version has been presented in GlobalSIP 2018.
  4. Active matrix completion with uncertainty quantification.
    S. Mak and Y. Xie.
  5. ReLu Regression: Complexity, exact and approximation algorithms.
    S. Dey, G. Wang, Y. Xie.

Journal Papers

  1. Scan B-statistic for kernel change-point detection.
    S. Li, Y. Xie, H. Dai, and L. Song. Accepted. Sequential Analysis.
  2. Matrix completion with deterministic pattern - a geometric perspective.
    A. Shapiro, Y. Xie, and R. Zhang. Accepted. IEEE Transactions on Signal Processing. (Authors listed alphabetically.)
    An example for how to use ``well-posedness'' condition.
  3. Maximum entropy low-rank matrix recovery.
    S. Mak and Y. Xie. IEEE Journal of Selected Topics in Signal Processing. Vol. 12, No. 5, pp. 886-901, Oct. 2018.
  4. On the effect of model mismatch for sequential Info-Greedy Sensing.
    R. Song, Y. Xie and S. Pokutta. EURASIP Journal on Advances in Signal Processing. 2018:32, June 2018.
  5. Sequential change-point detection via online convex optimization.
    Y. Cao, L. Xie, Y. Xie and H. Xu. Entropy, Special Issue on "Information Theory in Machine Learning and Data Science". Vol. 20, No.2, 108. 2018.
  6. Change detection via affine and quadratic detectors.
    Y. Cao, V. Guigues, A. Juditsky, A. Nemirovski, and Y. Xie. Electronic Journal of Statistics. Vol. 12, No. 1, pp. 1-57, 2018. (Authors listed alphabetically.)
  7. Detecting changes in dynamic events over networks.
    S. Li, Y. Xie, M. Farajtabar, A. Verma, and L. Song. IEEE Transactions on Signal and Information Processing over Networks. Vol. 3, No. 2, pp. 346-359, 2017.
  8. Multi-sensor slope change detection.
    Y. Cao, Y. Xie, and N. Gebraeel. Annals of Operations Research. Vol. 263, No. 1-2, pp. 163-189, April 2016.
  9. Poisson matrix recovery and completion.
    Y. Cao and Y. Xie. IEEE Transactions on Signal Processing. Vol. 64, No. 6, pp. 1609-1620, March 2016.
  10. Info-Greedy sequential adaptive compressed sensing (An arXiv version with complete proof.).
    G. Braun, S. Pokutta, and Y. Xie. IEEE Journal Selected Topics in Signal Processing. Vol. 9, No. 4, pp. 601-611, June 2015. (Authors listed alphabetically.)
  11. Sequential change-point approach for community detection (An arXiv version with complete proof).
    D. Maragoni-Simonsen and Y. Xie. IEEE Signal Processing Letter. Vol. 22, No. 8, pp. 1035-1039, Aug. 2015.
  12. On group coherence of frames.
    R. Calderbank, A. Thompson, and Y. Xie. Applied and Computational Harmonic Analysis. Vol. 38, pp. 50-71, 2015. (Authors listed alphabetically.)
  13. PMU based detection of imbalance in three-phase power systems.
    T. Routtenberg, Y. Xie, R. M. Willett and L. Tong. IEEE Transactions on Power Systems. Vol. 30, No. 4, pp. 1966-1976, July 2015.
  14. Sequential multi-sensor change-point detection.
    Y. Xie and D. Siegmund. Annals of Statistics. Vol. 41, No. 2, pp. 670-692, 2013.
  15. Reduced-dimension multiuser detection.
    Y. Xie, Y. C. Eldar and A. Goldsmith. IEEE Transactions on Information Theory. Vol. 59, No. 6, pp. 3858-3874, June 2013.
  16. Change-point detection for high-dimensional time series with missing data.
    Y. Xie, J. Huang and R. Willett. IEEE Journal of Selected Topics in Signal Processing (J-STSP). Vol. 7, No. 1, pp. 12-27, Feb. 2013.
  17. Dynamic spectrum management with the competitive market model.
    Y. Xie, B. Armbruster and Y. Ye. IEEE Transactions on Signal Processing. Vol. 58, No. 4, April 2010, pp. 2442-2446.
  18. Adaptive and Robust Methods Of Reconstruction (ARMOR) for Thermoacoustic Tomography.
    Y. Xie, B. Guo, J. Li, K. Geng and L. V. Wang. IEEE Transactions on Biomedical Engineering. Vol. 55, No. 12, pp. 2741-2752, Dec. 2008.
  19. Beampattern synthesis via a matrix approach for signal power estimation.
    J. Li, Y. Xie, X. Zheng and J. Ward. IEEE Transactions on Signal Processing. Vol. 55, No. 12, pp. 5643-5657, Dec. 2007.
  20. MIMO transmit beamforming under uniform elemental power constraint.
    X. Zheng, Y. Xie, J. Li and P. Stoica. IEEE Transactions on Signal Processing. Vol. 55, No. 11, pp. 5395-5406, Nov. 2007.
  21. On probing signal design for MIMO radar. P. Stoica, J. Li and Y. Xie. IEEE Transactions on Signal Processing. Vol. 55, No. 8, pp. 4151-4161, Aug. 2007. (Nominated for SPS best paper award.)
  22. Multi-static Adaptive Microwave Imaging (MAMI) for early breast cancer detection.
    Y. Xie, B. Guo, L. Xu, J. Li and P. Stoica. IEEE Transaction on Biomedical Engineering. Vol. 53, No. 8, pp. 1647-1657, Aug. 2006.
  23. Novel Multi-Static Adaptive Microwave Imaging (MAMI) for early breast cancer detection.
    Y. Xie, B. Guo, J. Li, and P. Stoica. EURASIP Journal on Applied Signal Processing Special Issue on Multi-Sensor Processing. Vol. 2006.
  24. Optimal correction of an indefinite estimated MA spectral density matrix.
    P. Stoica, L. Xu, J. Li and Y. Xie. Statistics and Probability Letters. Vol. 77, No. 10, pp. 973-980, Jan. 2006.
  25. Analysis of ELF virus in LINUX/UNIX systems.
    Y. Xie, J.-F. Pan, and M. Zhu. Computer Engineering. Vol. 31, No. 4, pp. 166-168, Feb. 2005.

Conference Papers

  1. Learning transformation synchronization
    X. Huang, Z. Liang, X. Zhou, Y. Xie, L. Guibas, Q. Huang. CVPR 2019.
  2. Asynchronous multi-sensor change-point detection for seismic tremors.
    L. Xie, Y. Xie, and G. V. Moustakides. ISIT 2019.
  3. Distributed change detection via average consensus over networks.
    Q. Liu, R. Zhang, and Y. Xie.
    Springer Proceedings in Mathematics and Statistics, 14th Workshop on Stochastic Models, Statistics and their Application.
  4. Learning transformation synchronization
    X. Huang, Z. Liang, X. Zhou, Y. Xie, L. Guibas, Q. Huang. CVPR 2019.
  5. Nearly optimal adaptive procedure with change detection for piecewise-stationary bandit.
    Y. Cao, Z. Wen, B. Kveton, Y. Xie. AISTATS 2019.
  6. Statistical rank selection for incomplete low-rank matrices.
    R. Zhang, A. Shapiro, and Y. Xie. ICASSP 2019.
  7. Crime event embedding with unsupervised feature selection.
    S. Zhu and Y. Xie. ICASSP 2019.
  8. Learning temporal point processes via reinforcement learning.
    S. Li, S. Xiao, S. Zhu, N. Du, Y. Xie, and L. Song. NIPS 2018 (Spotlight presentation; top 3.5%).
  9. Robust hypothesis testing using Wasserstein uncertainty sets.
    R. Gao, L. Xie, Y. Xie, H. Xu. NIPS 2018 (Spotlight presentation; top 3.5%).
  10. First-order optimal sequential subspace change-point detection.
    L. Xie, G. Moustakides, Y. Xie. GlobalSIP 2018.
  11. Communication efficient signal detection for distributed ambient noise imaging.
    L. Xie, Y. Xie, S.-M. Wu, F.-C. Lin, W. Song. Asilomar 2018.
  12. Maximum entropy low-rank matrix recovery.
    S. Mak and Y. Xie. ISIT 2018.
  13. Nearly second-order asymptotic optimality of sequential change-point detection with one-sample updates.
    Y. Cao, L. Xie, Y. Xie and H. Xu. AISTATS 2018.
  14. Crime incidents embedding with unsupervised feature selection.
    S. Zhu and Y. Xie. ICASSP 2018.
  15. Sequential adaptive detection for in-situ transmission electron microscopy (TEM).
    Y. Cao, S. Zhu, Y. Xie, J. Key, J. Kacher, R. R. Unocic, and C. M. Rouleau. ICASSP 2018.
  16. Sequential detection of low-rank changes using extreme eigenvalues.
    L. Xie and Y. Xie. CAMSAP 2017.
  17. Robust sequential change-point detection by convex optimization.
    Y. Cao, and Y. Xie. ISIT 2017.
  18. Real-Time Ambient Noise Subsurface Imaging in Distributed Sensor Networks.
    M. Valero, J. Clemente, G. Kamath, Y. Xie, F.-C. Lin, and W. Song. SMARTCOMP 2017.
  19. PMU-based online change-point detection of imbalance in three-phase power systems.
    T. Routtenberg and Y. Xie. IEEE PES Innovative Smart Grid Technologies Conference 2017.
  20. Sequential low-rank change detection.
    Y. Xie, and L. Seversky. Allerton 2016.
  21. Seismic event picking via sequential change-point detection.
    S. Li, Y. Cao, C. Leamon, Y. Xie, L. Shi, and W.-Z. Song. Allerton 2016.
  22. Dynamic change-point detection using correlation networks.
    S. Cao, and Y. Xie. Asilomar 2016.
  23. Robust adaptive beamforming based on DOA support using decomposed coprime subarrays.
    C. Zhou, Y. Gu, W.-Z. Song, Y. Xie, and Z. Shi. ICASSP 2015.
  24. M-statistic for kernel change-point detection.
    S. Li, Y. Xie, H. Dai, and L. Song. NIPS 2015.
  25. Categorical matrix completion.
    Y. Cao and Y. Xie. CAMPSAP 2015.
  26. Sketching for sequential change-point detection.
    Y. Xie, M. Wang, and A. Thompson. GlobalSIP 2015.

  27. Sequential sensing with model mismatch.
    R. Song, Y. Xie and S. Pokutta. ISIT 2015.
  28. Poisson matrix completion.
    Y. Cao and Y. Xie. ISIT 2015.
  29. Fast algorithm for low-rank matrix recovery in Poisson noise.
    Y. Cao and Y. Xie. GlobalSIP 2014.
  30. Low-rank matrix recovery with Poisson noise.
    Y. Xie, Y. Chi, and R. Calderbank. GlobalSIP 2013.
  31. Change-point detection for high-dimensional data.
    Y. Xie, and R. Willett. Asilomar 2013.
  32. Sparse subspace clustering for automated spike sorting.
    V. Subramanian, H. Ghadyali, Y. Xie, M. A. Lebedev and M. A. L. Nicolelis, Society for Neuroscience Annual Meeting, May 2013.
  33. Online logistic regression on manifolds.
    Y. Xie, R. Willett, ICASSP 2012.
  34. Spectrum opportunity detection with weak and correlated signals.
    Y. Xie, D. Siegmund. Asilomar 2012.
  35. Compressive demodulation of mutually interfering signals.
    Y. Xie, Y. Chi, L. Applebaum, R. Calderbank. IEEE SSP 2012.
  36. Multiscale online tracking of manifolds. [Demo].
    Y. Xie, J. Huang, R. Willett. IEEE SSP 2012.
  37. Reduced-dimension multiuser detection: detectors and performance guarantees (nominated for best student paper award).
    Y. Xie, Y. C. Eldar, A. Goldsmith. ICC 2011.
  38. Reduced-dimension multiuser detection.
    Y. Xie, Y. C. Eldar, A. Goldsmith. Allerton 2010.
  39. Diversity-multiplexing-delay tradeoffs in MIMO multi-hop networks with ARQ. [Presentation].
    Y. Xie and A. Goldsmith. ISIT 2010.
  40. Multihop MIMO relay networks with ARQ. [Presentation].
    Y. Xie, D. Gunduz, and A. Goldsmith, Globecom 2009.
  41. Lossy raw data compression in computed tomography with noise shaping to control image effects.
    Y. Xie, A. S. Wang, and N. J. Pelc. SPIE 2008.
  42. Effects of the Frequency Content and Spatial Location of Raw Data Errors on CT Images.
    A. S. Wang, Y. Xie and N. J. Pelc. SPIE 2008.
  43. Adaptive WEighting of signals via One Matrix Entity (AWESOME).
    Y. Xie, J. Li and J. Ward. IEEE International Radar Conference 2007, April 2007.
  44. Optimal array pattern synthesis via weighting matrix (best student paper award finalist).
    Y. Xie, J. Li, X. Zheng, and J. Ward. ICASSP 2007.
  45. Adaptive and Robust Techniques (ART) for Thermoacoustic and Photoacoustic Tomography.
    Y. Xie, B. Guo, G. Ku, and L. V. Wang. SPIE 2007.
  46. Adaptive and Robust Techniques (ART) for thermoacoustic tomography in breast cancer detection.
    Y. Xie, B. Guo, J. Li, G. Ku, and L. V. Wang. Asilomar 2006.
  47. On probing signal design for MIMO radar.
    P. Stoica, J Li, and Y. Xie. Asilomar 2006.
  48. On Multi-Static Adaptive Microwave Imaging (MAMI) for early breast cancer detection.
    Y. Xie, B. Guo, J. Li, and P. Stoica. ICASSP 2006.
  49. Multi-static Adaptive Microwave Imaging (MAMI) for early breast cancer detection (first place in best student paper award).
    Y. Xie, B. Guo, L. Xu, J. Li, and P. Stoica. Asilomar 2005.

Thesis

  1. Statistical signal detection with multi-sensor and sparsity [PDF]. Ph. D. dissertation, Stanford University, Nov. 2011.
  2. Adaptive and Robust Techniques (ART) for thermoacoutic tomography [PDF]. M. Sc. Thesis, University of Florida, May 2006.
  3. HiMCAN: a novel DHT based content addressable P2P network, B.Sc. Thesis (Best Thesis Award). University of Science and Technology of China, June 2004.

Others

  1. Guest editors' introduction to "System Informatics: From Methodology to Applications".
    K. Zhao, Y. Xie, and K.-L. Tsui. IEEE Intelligent Systems. Vol. 30, No. 6, Oct. 2015.
  2. Change-point detection of weak signals: How to use signal correlation.
    Y. Xie and D. Siegmund. Technical Report, 2011.