Aiyou Chen

Aiyou Chen received a B.Sc degree in mathematics from Wuhan University in 1997, M.Sc degree from Peking University in 2000, and a Ph.D. degree in statistics from UC Berkeley in 2004. His Ph.D. dissertation was on semiparametric inference for independent component analysis. He was a Member of Technical Staff at Bell Labs, Murray Hill, NJ, from Aug 2004 to Aug 2010 with research in statistical methodologies and applications mostly with network data. Since then, he works as a Statistician at Google.

Google Publications

Previous Publications

  •  

    Network Tomography: Identifiability and Fourier Domain Estimation

    Aiyou Chen, Jin Cao, Tian Bu

    IEEE Transactions on Signal Processing, vol. 58 (12) (2010), pp. 6029-6039

  •  

    A Regression Paradox for Linear Models: Sufficient Conditions and Relation to Simpson's Paradox

    Aiyou Chen, Thomas Bengtsson, Tin Kam Ho

    The American Statistician, vol. 63 (2009), pp. 218-225

  •   

    A nonparametric view of network models and Newman-Girvan and Other Modularities

    Peter Bickel, Aiyou Chen

    Proceedings of the National Academy of Sciences of USA, vol. 106 (2009), pp. 21068-21073

  •  

    Detecting subscribers using NATed devices in wireless data networks

    Erran Li Li, Aiyou Chen, Tian Bu, Scott Miller

    Bell Labs Technical Journals (2009), pp. 223-233

  •  

    Identifying High Cardinality Internet Hosts

    Jin Cao, Jin Yu, Aiyou Chen, Tian Bu, Zhili Zhang

    Proceedings of the 28th Conference on Computer Communications, IEEE INFOCOM (2009)

  •  

    Tracking Cardinality Distributions in Network Traffic

    Aiyou Chen, Erran Li Li, Jin Cao

    INFOCOM 2009, IEEE

  •  

    A Quasi-Likelihood Approach for accurate traffic matrix estimation in a high speed network

    Jin Cao, Aiyou Chen

    Proceedings of the 27th Conference on Computer Communications, IEEE INFOCOM (2008)

  •  

    A Fast and Compact Method for Unveiling Significant Patterns in High Speed Networks

    Tian Bu, Jin Cao, Aiyou CHEN, Patrick Lee

    Proceedings of the 26th IEEE International Conference on Computer Communications. IEEE INFOCOM (2007)

  •  

    A Simple and Efficient Estimation Method for Stream Expression Cardinalities

    Aiyou Chen, Jin Cao, Tian Bu

    Proceedings of the 33rd international conference on Very large data bases (VLDB) (2007)

  •  

    An Algorithm for Fast, Model-Free Tracking Indoors

    Aiyou Chen, Christina Harko, Diane Lambert, P. A. Whiting

    ACM SIGMOBILE Mobile Computing and Communications Review (2007)

  •  

    Network tomography based on 1-D projections

    Aiyou Chen, Jin Cao

    Complex Datasets and Inverse Problems: Tomography, Networks and Beyond (Regina Liu, William Strawderman and Cun-Hui Zhang, eds.) (2007), pp. 45-61

  •  

    Design and Evaluation of a Fast and Robust Worm Detection Algorithm

    Tian Bu, Aiyou Chen, Scott Vander Wiel, Thomas Woo

    INFOCOM 2006. 25th IEEE International Conference on Computer Communications. Proceedings

  •  

    Efficient independent component analysis

    Aiyou CHEN, Peter Bickel

    Annals of Statistics, vol. 34 (6) (2006), pp. 2825-2855

  •  

    Fast Kernel Density Independent Component Analysis

    Aiyou CHEN

    Independent Component Analysis and Blind Signal Separation (Lecture Notes in Computer Science), Springer Berlin / Heidelberg (2006), pp. 24-31

  •  

    Consistent independent component analysis and prewhitening

    Aiyou Chen, Peter J Bickel

    IEEE Transactions on Signal Processing, vol. 53 (10) (2005), pp. 3625 - 3632