%%%%%%% papers %%%%%%%%

@Article{LiuSon04,
    title = {The numerical analysis of Lobster stomatogastric nervous system},
    author = {S.Q. Liu and L. Song},
    journal = {Acta Biophysica Sinica},
    volume = {20},
    number = {3},
    year = {2004},
}    

@InProceedings = {AhmDywHonetal04,
    title = {Wilmascope graph visualization},
    author = {A. Ahmed and T. Dywer and S.H. Hong and C. Murray and L. Song and Y.X. Wu},
    booktitle = {IEEE Symposium on Information Visualization (InfoVis)},
    year = {2004},
    pdf = {papers/AhmDywHonetal04.pdf}
}    

@Article{LiuSon05,
    title = {Curvature relation of wave front and wave changing in external field},
    author = {S.Q. Liu and L. Song},
    journal = {Applied Mathematics and Mechanics},
    volume = {26},
    number = {7},
    year = {2005},
}

@InProceedings = {ZheSonEad05,
    title = {Crossing minimization problems of drawing bipartite graphs in two clusters},
    author = {L. Zheng and L. Song and P. Eades},
    booktitle = {Asian-Pacific Symposium on Information Visualization},
    year = {2005},
    pdf = {papers/ZheSonEad05.pdf}
}

@InProceedings = {SonTak05,
    title = {Real-time 3d finger pointing for an augmented desk},
    author = {L. Song and M. Takatsuka},
    booktitle = {Australasian User Interface Conference},
    year = {2005},
    pdf = {papers/SonTak05.pdf},
}    

@InProceedings{AhmDywHonetal05,
    title = {Visualization and analysis of large and complex scale-free networks},
    author = {A. Ahmed and T. Dywer and S.H. Hong and C. Murray and L. Song and Y.X. Wu},
    booktitle = {IEEE VGTC Symposium on Visualization (EUROGRAPHICS)},
    year = {2005},
    pdf = {papers/AhmDywHonetal05.pdf},
}

@InProceedings{HuaMurSheetal05,
    title = {Visualization and analysis of network motifs},
    author = {W. Huang and C. Murray and X. Shen and L. Song and Y.X. Wu and L. Zheng},
    booktitle = {International Conference on Information Visualization},
    year = {2005},
    pdf = {papers/HuaMurSheetal05.pdf},
}            

@InProceedings{Son05,
    title = {Desynchronization network analysis for the recognition of imagined movement},
    author = {L. Song},
    booktitle = {IEEE EMBS Annual International Conference},
    year = {2005},
    pdf = {papers/Son05.pdf},
}

@InCollection{SonGorGys06,
    title = {Phase Synchrony Rate for the Recognition of Motor Imagery in BCIs},
    author = {L. Song and E. Gordon and E. Gysels},
    booktitle = {Advances in Neural Information Processing Systems 18},
    editor = {},
    publisher = {MIT Press},
    address = {Cambridge, MA},
    year = {2006},
    pdf = {papers/SonGorGys06.pdf}
}  

@InProceedings{SonEpp06a,
    title = {Improving the separability of EEG signals during motor imagery with an efficient circular Laplacian},
    author = {L. Song and J. Epps},
    booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing},
    year = 2006,
    pdf = {papers/SonEpp06a.pdf}
}

@InProceedings{SonEpp06,
  title =	"Classifying {EEG} for brain-computer interfaces: learning optimal filters for dynamical system features",
  author =	"L. Song and J. Epps",
  booktitle =	"International Conference on Machine Learning",
  year = 	"2006",
  editor =	"William W. Cohen and Andrew Moore",
  pdf = "papers/SonEpp06.pdf",
}

@article{WilPalLidetal06,
    title = {The `when' and `where' of perceiving signals of threat versus non-threat},
    author = {L. Williams and D. Palmer and B. Liddell and L. Song and E. Gordon},
    journal = {NeuroImage},
    volume = {31},
    pages = {458-467},
    year = 2006,
    url = {http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=16460966&dopt=Citation},    
}

@InProceedings{SonSmoGreBog07,
  title = "A dependence maximization view of clustering",
  author = "L. Song and A. Smola and A. Gretton and K. Borgwardt",
  booktitle = "International Conference on Machine Learning",
  year = "2007",
  editor = "Zoubin Ghahramani",
  pdf = "papers/SonSmoGreBog07.pdf",
}

@InProceedings{SonSmoGreetal07a,
  author =   {L. Song and A. Smola and A. Gretton and K. Borgwardt and J. Bedo},
  title =    {Supervised Feature Selection via Dependence Estimation},
  booktitle = {International Conference on Machine Learning},
  year =     2007,
  editor = {C. Sammut and Z. Ghahramani},
  pdf = {papers/SonSmoGreetal07a.pdf}
}

@InProceedings{SonBedBoretal07,
  author =   {L. Song and J. Bedo and K. Borgwardt and A. Gretton and A. Smola},
  title =    {Gene Selection via the BAHSIC Family of Algorithms},
  booktitle = {Bioinformatics (ISMB)},
  volume = {23},
  number = {13},
  pages = {i490--i498},
  year =     2007,
  pdf = {papers/SonBedBoretal07.pdf}
}

@InProceedings{SmoGreSonSch07,
  author = 	 {A. J.  Smola and A. Gretton and L. Song and B. Sch\"{o}lkopf},
  title = 	 {A Hilbert Space Embedding for Distributions},
  booktitle = {Algorithmic Learning Theory},
  year = 	 2007,
  editor = 	 {E.\ Takimoto},
  series = 	 {Lecture Notes on Computer Science},
  publisher = {Springer},
  note = 	 {Invited paper},
  pdf = {papers/SmoGreSonSch07.pdf}
}

@Article{SonSmoGreetal07,
    title = {Feature selection via dependence maximization},
    author = {L. Song and A. Smola and A. Gretton and J. Bedo and K. Borgwardt},
    journal = {Journal of Machine Learning Research (accepted)},
    year = {2007},
    pdf = {papers/SonSmoGreetal07.pdf},
}

@Article{KuaGatDobetal08,
    author = {L. Williams, J. Gatt, S. Kuan, C. Dobson-Stone, D. Palmer, R. Paul, L. Song, P. Costa, P. Schofield and E. Gordon},
    title = {A polymorphism of the maoa gene is associated with emotional brain markers and personality traits on an antisocial index},
    journal = {Neuropsychopharmacology},
    volume = {34},
    pages = {1797--1809},
    year = {2009},
    url = {http://www.nature.com/npp/journal/v34/n7/abs/npp20091a.html}
}     

@incollection{GreFukTeoetal08,
 title = {A Kernel Statistical Test of Independence},
 author = {A. Gretton and K. Fukumizu and C.H. Teo and L. Song and
                  B. Sch\"{o}lkopf and A. Smola}, 
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 year = {2008},
 pdf = {papers/GreFukTeoetal08.pdf}
}

@incollection{SonSmoBorGre08,
 title = {Colored Maximum Variance Unfolding},
 author = {L. Song and A. Smola and K. Borgwardt and A. Gretton},
 booktitle = {Advances in Neural Information Processing Systems 20},
 editor = {J.C. Platt and D. Koller and Y. Singer and S. Roweis},
 publisher = {MIT Press},
 address = {Cambridge, MA},
 year = {2008},
 pdf = {papers/SonSmoBorGre08.pdf}
}

@INPROCEEDINGS{SonZhaSmoetal08,
  author       = {L. Song and X. Zhang and A. Smola and A. Gretton and B. Sch\"{o}lkopf}, 
  title        = {Tailoring Density Estimation via Reproducing Kernel Moment Matching},
  year         = {2008},
  booktitle    = {International Conference on Machine Learning},
  pdf          = {papers/SonZhaSmoetal08.pdf}
}

@InProceedings{BorYanThoetal08,
  author = {K. Borgwardt and X. Yan and  M. Thoma and H. Cheng and A. Gretton and  L. Song and A. Smola and J. Han and P. Yu and H. Kriegel},
  title = {Combining near-optimal feature selection with gSpan},
  booktitle = {Workshop on Mining and Learning with Graphs},
  year = 2008,
  url = {http://www.cis.hut.fi/MLG08/papers/session1/paper9.pdf}
}

@InProceedings{Song08,
    author = {L. Song},
    title = {Learning via Hilbert space embedding of distributions},
    school = {National ICT Austraila and University of Sydney},
    booktitle = {PhD Thesis},
    year = {2008},
    pdf = {papers/lesong_thesis.pdf}
}    

@InProceedings{QuaSonSmo09,
  author = {N. Quadrianto and L. Song and A. Smola},
  title = {Kernelized Sorting},
  booktitle = {Advances in Neural Information Processing Systems 21},
  year = 2009,
  pdf = {papers/QuaSonSmo09.pdf}
}

@InProceedings{ZhaSonGreSmo09,
  author = {X. Zhang and L. Song and A. Gretton and A. Smola},
  title = {Kernel Measures of Independence for non-iid Data}, 
  booktitle = {Advances in Neural Information Processing Systems 21},
  year = 2009,
  pdf = {papers/ZhaSonGreSmo09.pdf}
}

@InProceedings{ThoCheGreetal09,
    title = {Near-optimal supervised feature selection among frequent subgraphs},
    author = {M. Thoma and H. Cheng and A. Gretton and J. Han and H. Kriegel and
    A. Smola and L. Song and P. Yu and X. Yan and K. Borgwardt},
    booktitle = {SIAM International Conference on Data Mining (SDM)},
    year = {2009},
    pdf = {papers/ThoCheGreetal09.pdf},
}

@InProceedings{SmoSonTeo09,
    title = {Relative Novelty Detection},
    author = {A. Smola and L. Song and C. Teo},
    booktitle = {AI and Statistics}, 
    year = {2009},
    pdf = {papers/SmoSonTeo09.pdf}
}

@InProceedings{SonKolXin09a,
    title = {KELLER: Estimating Time-Evolving Interactions between Genes},
    author = {L. Song and M. Kolar and E. Xing},
    booktitle = {Bioinformatics (ISMB)},
    volume = {25},
    number = {12},
    pages = {i128--i136}, 
    year = {2009},
    pdf = {papers/SonKolXin09.pdf}    
}

@InProceedings{FuSonXin09,
    title = {Dynamic mixed membership blockmodel for evolving networks},
    author = {W. Fu and L. Song and E. Xing},
    booktitle = {International Conference on Machine Learning},
    year = 2009,
    pdf = {papers/FuSonXin09.pdf}
}

@InProceedings{SonHuaSmoFuk09,
    title = {Hilbert space embeddings of conditional distributions},
    author = {L. Song and J. Huang and A. Smola and K. Fukumizu},
    booktitle = {International Conference on Machine Learning},
    year =     2009,
    pdf = {papers/SonHuaSmoetal09.pdf}        
}

@InProceedings{KolSonXin10,
  author = {M. Kolar, L. Song and E. Xing},
  title = {Sparsistent learning of varying-coefficient models with structural changes},
  booktitle = {Advances in Neural Information Processing Systems 22 (NIPS)},
  year = {2010},
  pdf = {papers/KolSonXin10.pdf}
  }
  
@InProceedings{SonKolXin10,
  author = {L. Song, M. Kolar and E. Xing},
  title = {Time-varying dynamic Bayesian networks},
  booktitle = {Advances in Neural Information Processing Systems 22 (NIPS)},
  year = {2010},
  pdf = {papers/SonKolXin10.pdf}
}  

@Article{XinFuSon10,
  author = {E. Xing, W. Fu, and L. Song},
  title = {A State-Space Mixed Membership Blockmodel for Dynamic Network Tomography},
  journal = {Annals of Applied Statistics},
  year = 2010,
  pdf = {papers/XinFuSon10.pdf}
  }
  
@Article{KolSonAhmXin10,
  author = {M. Kolar, L. Song, A. Ahmed, and E. Xing},
  title = {Estimating Time-Varying Networks},
  journal = {Annals of Applied Statistics},
  year = 2010,
  pdf = {papers/KolSonAhmXin10.pdf}
  }
  
@Article{QuaSmoSonTuy10,
  author = {N. Quadrianto, A. Smola, L. Song and T. Tuytelaars},
  title = {Kernelized Sorting},
  journal = {IEEE Trans. on Pattern Analysis and Machine Intelligence},
  year = {2010},
  pdf = {papers/QuaSmoSonTuy10.pdf}
  }
    
@InProceedings{HuaSonSch10,
  author = {T. Huang and L. Song and J. Schneider},
  title = {Learning Nonlinear Dynamic Models from Non-sequenced Data},
  booktitle = {Artificial Intelligence and Statistics (AISTATS)},
  year = {2010},
  pdf = {papers/HuaSonSch10.pdf}
}  

@InProceedings{SonGreGue10,
  author = {L. Song and A. Gretton and C. Guestrin},
  title = {Nonparametric Tree Graphical Models},
  booktitle = {Artificial Intelligence and Statistics (AISTATS)},
  year = {2010},
  pdf = {papers/SonGreGue10.pdf}
}  

@InProceedings{SonBooSidetal10,
  author = {L. Song and B. Boots and S. Siddiqi and G. Gordon and A. Smola}, 
  title = {Hilbert Space Embeddings of Hilbert Markov Models}, 
  booktitle = {International Conference on Machine Learning (ICML)}, 
  year = {2010}, 
  pdf = {papers/SonBooSidetal10.pdf}
}

@InProceedings{ParSonXin11,
        author = {A. Parikh and L. Song and E. Xing}, 
        title = {A Spectral algorithm for latent tree graphical models}, 
        booktitle = {International Conference on Machine Learning (ICML)}, 
        year = {2011}, 
        pdf = {papers/ParSonXin11.pdf}
}

@InProceedings{HoSonXin11,
        author = {Q. Ho and L. Song and E. Xing}, 
        title = {Evolving cluster mixed-membership blockmodel for time-varying networks}, 
        booktitle = {Artificial Intelligence and Statistics (AISTATS)}, 
        year = {2011}, 
        pdf = {papers/HoSonXin11.pdf},
}

@InProceedings{HoParSonXin11,
        author = {Q. Ho and A. Parikh and L. Song and E. Xing}, 
        title = {Multiscale community blockmodel for network exploration}, 
        booktitle = {Artificial Intelligence and Statistics (AISTATS)}, 
        year = {2011}, 
        pdf = {papers/HoParSonXin11.pdf},
}

@Article{CurYueSonEtal11,
        author = {R. Curtis and A. Yuen and L. Song and A. Goyal and E. Xing}, 
        title = {TVNViewer: An interactive visualization tool for exploring networks that change over time and space}, 
        journal = {Bioinformatics}, 
        volume = {27}, 
        number = {13}, 
        pages = {1880-1}, 
        year = {2011}, 
        pdf = {papers/CurYueSonEtal11.pdf}, 
}

@InProceedings{SonGreBicEtal11,
        author = {L. Song and A. Gretton and D. Bickson and Y. Low and C. Guestrin},
        title = {Kernel Belief Propagation}, 
        booktitle = {Artificial Intelligence and Statistics (AISTATS)},
        year = {2011}, 
        pdf = {papers/SonGreBicEtal11.pdf}, 
}