Papers

{
	"items" :      [
		{
			"label" :         "Boots, B.",
			"type" :          "Author",
			"original-name" : "B. Boots",
			"last-name" :     "Boots"
		},
		{
			"label" :         "Zhang, X.",
			"type" :          "Author",
			"original-name" : "X. Zhang",
			"last-name" :     "Zhang"
		},
		{
			"label" :         "Epps, J.",
			"type" :          "Author",
			"original-name" : "J. Epps",
			"last-name" :     "Epps"
		},
		{
			"label" :         "Dywer, T.",
			"type" :          "Author",
			"original-name" : "T. Dywer",
			"last-name" :     "Dywer"
		},
		{
			"label" :         "Kuan, S.",
			"type" :          "Author",
			"original-name" : "S. Kuan",
			"last-name" :     "Kuan"
		},
		{
			"label" :         "Kriegel, H.",
			"type" :          "Author",
			"original-name" : "H. Kriegel",
			"last-name" :     "Kriegel"
		},
		{
			"label" :         "Gordon, E.",
			"type" :          "Author",
			"original-name" : "E. Gordon",
			"last-name" :     "Gordon"
		},
		{
			"label" :         "Gretton, A.",
			"type" :          "Author",
			"original-name" : "A. Gretton",
			"last-name" :     "Gretton"
		},
		{
			"pdf" :       "papers\/FukSonGre12.pdf",
			"booktitle" : "accepted to Journal of Machine Learning Research (JMLR)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:93201444e97634cd350890a6d9a55d8f",
			"date" :      "2012",
			"author" :    [
				"Fukumizu, K.",
				"Song, L.",
				"Gretton, A."
			],
			"type" :      "Publication",
			"year" :      "2012",
			"label" :     "Kernel {B}ayes\' Rule: Bayesian inference with positive definite kernels",
			"key" :       "FukSonGre12"
		},
		{
			"pdf" :       "papers\/HoParSonXin11.pdf",
			"booktitle" : "International Conference on Artifical Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:f4b19ab52fd1ab7eae54e9a922ace6da",
			"date" :      "2011",
			"author" :    [
				"Ho, Q.",
				"Parikh, A.",
				"Song, L.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "Multiscale Community Blockmodel for Network Exploration",
			"key" :       "HoParSonXin11"
		},
		{
			"pdf" :       "papers\/SonSmoGreBog07.pdf",
			"booktitle" : "International Conference on Machine Learning",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:7e66af96a6e471b954776b41df519d22",
			"date" :      "2007",
			"author" :    [
				"Song, L.",
				"Smola, A.",
				"Gretton, A.",
				"Borgwardt, K."
			],
			"type" :      "Publication",
			"year" :      "2007",
			"label" :     "A dependence maximization view of clustering",
			"key" :       "SonSmoGreBog07"
		},
		{
			"pdf" :       "papers\/ZhaSonGreSmo09.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 21",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:8dcfcabf5334d9ff285b3fde42c0c5e0",
			"date" :      "2009",
			"author" :    [
				"Zhang, X.",
				"Song, L.",
				"Gretton, A.",
				"Smola, A."
			],
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "Kernel Measures of Independence for non-iid Data",
			"key" :       "ZhaSonGreSmo09"
		},
		{
			"label" :         "Williams, L.",
			"type" :          "Author",
			"original-name" : "L. Williams",
			"last-name" :     "Williams"
		},
		{
			"label" :         "Sch\\\"{o}lkopf, B.",
			"type" :          "Author",
			"original-name" : "B. Sch\\\"{o}lkopf",
			"last-name" :     "Sch\\\"{o}lkopf"
		},
		{
			"label" :         "Xie, B.",
			"type" :          "Author",
			"original-name" : "B. Xie",
			"last-name" :     "Xie"
		},
		{
			"pdf" :       "papers\/AhmDywHonetal05.pdf",
			"booktitle" : "IEEE VGTC Symposium on Visualization (EUROGRAPHICS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:c99072bd45a309b45899b3f3ca8133d2",
			"date" :      "2005",
			"author" :    [
				"Ahmed, A.",
				"Dywer, T.",
				"Hong, S.",
				"Murray, C.",
				"Song, L.",
				"Wu, Y.X."
			],
			"type" :      "Publication",
			"year" :      "2005",
			"label" :     "Visualization and analysis of large and complex scale-free networks",
			"key" :       "AhmDywHonetal05"
		},
		{
			"label" :         "Zheng, L.",
			"type" :          "Author",
			"original-name" : "L. Zheng",
			"last-name" :     "Zheng"
		},
		{
			"pdf" :      "papers\/KolSonAhmXin10.pdf",
			"journal" :  "Annals of Applied Statistics",
			"pub-type" : "article",
			"uri" :      "urn:8ca1bf638d55ce1e0670438d754ceae5",
			"date" :     "2010",
			"author" :   [
				"Kolar, M.",
				"Song, L.",
				"Ahmed, A.",
				"Xing, E."
			],
			"year" :     "2010",
			"type" :     "Publication",
			"label" :    "Estimating Time-Varying Networks",
			"key" :      "KolSonAhmXin10"
		},
		{
			"label" :         "Smola, A.",
			"type" :          "Author",
			"original-name" : "A. Smola",
			"last-name" :     "Smola"
		},
		{
			"pdf" :       "papers\/SmoSonTeo09.pdf",
			"booktitle" : "AI and Statistics",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:0fa9cdf0350175b565d46d95b6bb92cd",
			"date" :      "2009",
			"author" :    [
				"Smola, A.",
				"Song, L.",
				"Teo, C."
			],
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "Relative Novelty Detection",
			"key" :       "SmoSonTeo09"
		},
		{
			"label" :         "Dobson-Stone, C.",
			"type" :          "Author",
			"original-name" : "C. Dobson-Stone",
			"last-name" :     "Dobson-Stone"
		},
		{
			"label" :         "Huang, W.",
			"type" :          "Author",
			"original-name" : "W. Huang",
			"last-name" :     "Huang"
		},
		{
			"label" :         "Xing, E. P.",
			"type" :          "Author",
			"original-name" : "E. P. Xing",
			"last-name" :     "Xing"
		},
		{
			"label" :         "Yu, P.",
			"type" :          "Author",
			"original-name" : "P. Yu",
			"last-name" :     "Yu"
		},
		{
			"pdf" :       "papers\/DuSonWooZha13.pdf",
			"booktitle" : "Artificial Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:cc8206c112f0d290d0f1173884203fb1",
			"date" :      "2013",
			"author" :    [
				"Du, N.",
				"Song, L.",
				"Woo, H.",
				"Zha, H."
			],
			"type" :      "Publication",
			"year" :      "2013",
			"label" :     "Uncover Topic-Sensitive Information Diffusion Networks",
			"key" :       "DuSonWooZha13"
		},
		{
			"label" :         "Yuen, A.",
			"type" :          "Author",
			"original-name" : "A. Yuen",
			"last-name" :     "Yuen"
		},
		{
			"label" :         "Quadrianto, N.",
			"type" :          "Author",
			"original-name" : "N. Quadrianto",
			"last-name" :     "Quadrianto"
		},
		{
			"label" :         "Bedo, J.",
			"type" :          "Author",
			"original-name" : "J. Bedo",
			"last-name" :     "Bedo"
		},
		{
			"label" :         "Shen, X.",
			"type" :          "Author",
			"original-name" : "X. Shen",
			"last-name" :     "Shen"
		},
		{
			"pdf" :       "papers\/SonIshParEtAl13.pdf",
			"booktitle" : "International Conference on Machine Learning (ICML)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:55261ab5071163991e59230114995cd1",
			"date" :      "2013",
			"author" :    [
				"Song, L.",
				"Ishteva, M.",
				"Park, H.",
				"Parikh, A.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2013",
			"label" :     "Hierarchical Tensor Decomposition of Latent Tree Graphical Models",
			"key" :       "SonIshParEtAl13"
		},
		{
			"journal" :  "Acta Biophysica Sinica",
			"pub-type" : "article",
			"uri" :      "urn:f6dea530f47fcb943094bed9b0df503c",
			"date" :     "2004",
			"number" :   "3",
			"author" :   [
				"Liu, S.Q.",
				"Song, L."
			],
			"volume" :   "20",
			"type" :     "Publication",
			"year" :     "2004",
			"label" :    "The numerical analysis of Lobster stomatogastric nervous system",
			"key" :      "LiuSon04"
		},
		{
			"publisher" : "MIT Press",
			"pdf" :       "papers\/SonSmoBorGre08.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 20",
			"pub-type" :  "incollection",
			"uri" :       "urn:54da5a25e1ff446f6c703b449462c405",
			"date" :      "2008",
			"author" :    [
				"Song, L.",
				"Smola, A.",
				"Borgwardt, K.",
				"Gretton, A."
			],
			"editor" :    "J.C. Platt and D. Koller and Y. Singer and S. Roweis",
			"type" :      "Publication",
			"year" :      "2008",
			"label" :     "Colored Maximum Variance Unfolding",
			"address" :   "Cambridge, MA",
			"key" :       "SonSmoBorGre08"
		},
		{
			"pdf" :       "papers\/Son05.pdf",
			"booktitle" : "IEEE EMBS Annual International Conference",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:75e4fe8ff259cae3830846ef83d1268d",
			"date" :      "2005",
			"author" :    "Song, L.",
			"type" :      "Publication",
			"year" :      "2005",
			"label" :     "Desynchronization network analysis for the recognition of imagined movement",
			"key" :       "Son05"
		},
		{
			"pdf" :       "papers\/HoSonXin11.pdf",
			"booktitle" : "International Conference on Artifical Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:f3cb5cd7c20517502154f78ef5f0172f",
			"date" :      "2011",
			"author" :    [
				"Ho, Q.",
				"Song, L.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks",
			"key" :       "HoSonXin11"
		},
		{
			"label" :         "Han, J.",
			"type" :          "Author",
			"original-name" : "J. Han",
			"last-name" :     "Han"
		},
		{
			"label" :         "Yuan, M.",
			"type" :          "Author",
			"original-name" : "M. Yuan",
			"last-name" :     "Yuan"
		},
		{
			"label" :         "Schofield, P.",
			"type" :          "Author",
			"original-name" : "P. Schofield",
			"last-name" :     "Schofield"
		},
		{
			"label" :         "Anandkumar, A.",
			"type" :          "Author",
			"original-name" : "A. Anandkumar",
			"last-name" :     "Anandkumar"
		},
		{
			"label" :         "Gordon, G.",
			"type" :          "Author",
			"original-name" : "G. Gordon",
			"last-name" :     "Gordon"
		},
		{
			"label" :         "Fukumizu, K.",
			"type" :          "Author",
			"original-name" : "K. Fukumizu",
			"last-name" :     "Fukumizu"
		},
		{
			"pdf" :      "papers\/CurYueSonEtal11.pdf",
			"journal" :  "Bioinformatics",
			"pub-type" : "article",
			"uri" :      "urn:49d70c17f6475f29df0e782289f3e302",
			"pages" :    "1880-1",
			"date" :     "2011",
			"number" :   "13",
			"author" :   [
				"Curtis, R.",
				"Yuen, A.",
				"Song, L.",
				"Goyal, A.",
				"Xing, E."
			],
			"volume" :   "27",
			"type" :     "Publication",
			"year" :     "2011",
			"label" :    "TVNViewer: An interactive visualization tool for exploring networks that change over time and space",
			"key" :      "CurYueSonEtal11"
		},
		{
			"label" :         "Teodoru, G.",
			"type" :          "Author",
			"original-name" : "Teodoru, G.",
			"last-name" :     "Teodoru"
		},
		{
			"label" :         "Thoma, M.",
			"type" :          "Author",
			"original-name" : "M. Thoma",
			"last-name" :     "Thoma"
		},
		{
			"label" :         "Gao, X.",
			"type" :          "Author",
			"original-name" : "X. Gao",
			"last-name" :     "Gao"
		},
		{
			"pdf" :       "papers\/ParSonIshXin12.pdf",
			"booktitle" : "Conference on Uncertainty in Artificial Intelligence",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:e75b455d0112ebb76c5d917237b7235f",
			"date" :      "2012",
			"author" :    [
				"Parikh, A.P.",
				"Song, L.",
				"Ishteva, M.",
				"Teodoru, G.",
				"Xing, E.P."
			],
			"type" :      "Publication",
			"year" :      "2012",
			"label" :     "A Spectral Algorithm for Latent Junction Trees",
			"key" :       "ParSonIshXin12"
		},
		{
			"pdf" :       "papers\/lesong_thesis.pdf",
			"booktitle" : "PhD Thesis",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:d6c8b648e51cab79b28b0b44b78f13a0",
			"date" :      "2008",
			"school" :    "National ICT Austraila and University of Sydney",
			"author" :    "Song, L.",
			"type" :      "Publication",
			"year" :      "2008",
			"label" :     "Learning via Hilbert space embedding of distributions",
			"key" :       "Song08"
		},
		{
			"label" :         "Ishteva, M.",
			"type" :          "Author",
			"original-name" : "M. Ishteva",
			"last-name" :     "Ishteva"
		},
		{
			"pdf" :      "papers\/XinFuSon10.pdf",
			"journal" :  "Annals of Applied Statistics",
			"pub-type" : "article",
			"uri" :      "urn:f8fdaf48e8a48df5b58231aa52ed8293",
			"date" :     "2010",
			"author" :   [
				"Xing, E.",
				"Fu, W.",
				"Song, L."
			],
			"year" :     "2010",
			"type" :     "Publication",
			"label" :    "A State-Space Mixed Membership Blockmodel for Dynamic Network Tomography",
			"key" :      "XinFuSon10"
		},
		{
			"label" :         "Gatt, J.",
			"type" :          "Author",
			"original-name" : "J. Gatt",
			"last-name" :     "Gatt"
		},
		{
			"label" :         "Gysels, E.",
			"type" :          "Author",
			"original-name" : "E. Gysels",
			"last-name" :     "Gysels"
		},
		{
			"label" :         "Borgwardt, K.",
			"type" :          "Author",
			"original-name" : "K. Borgwardt",
			"last-name" :     "Borgwardt"
		},
		{
			"pdf" :       "papers\/SonGreGue10.pdf",
			"booktitle" : "Artificial Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:5dab535998b7cf898fb0c2c7a090418f",
			"date" :      "2010",
			"author" :    [
				"Song, L.",
				"Gretton, A.",
				"Guestrin, C."
			],
			"type" :      "Publication",
			"year" :      "2010",
			"label" :     "Nonparametric Tree Graphical Models",
			"key" :       "SonGreGue10"
		},
		{
			"label" :         "Curtis, R.",
			"type" :          "Author",
			"original-name" : "R. Curtis",
			"last-name" :     "Curtis"
		},
		{
			"label" :         "Bajic, V.",
			"type" :          "Author",
			"original-name" : "V. Bajic",
			"last-name" :     "Bajic"
		},
		{
			"label" :         "Hong, S.",
			"type" :          "Author",
			"original-name" : "S. Hong",
			"last-name" :     "Hong"
		},
		{
			"publisher" : "MIT Press",
			"pdf" :       "papers\/GreFukTeoetal08.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 20",
			"pub-type" :  "incollection",
			"uri" :       "urn:968b5c0b66f77fffae4eff472fba730b",
			"date" :      "2008",
			"author" :    [
				"Gretton, A.",
				"Fukumizu, K.",
				"Teo, C.",
				"Song, L.",
				"Sch\\\"{o}lkopf, B.",
				"Smola, A."
			],
			"editor" :    "J.C. Platt and D. Koller and Y. Singer and S. Roweis",
			"type" :      "Publication",
			"year" :      "2008",
			"label" :     "A Kernel Statistical Test of Independence",
			"address" :   "Cambridge, MA",
			"key" :       "GreFukTeoetal08"
		},
		{
			"label" :         "Palmer, D.",
			"type" :          "Author",
			"original-name" : "D. Palmer",
			"last-name" :     "Palmer"
		},
		{
			"pdf" :       "papers\/DuSonSmoYua12.pdf",
			"booktitle" : "Neural Information Processing Systems (NIPS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:c6511f56c8fb602029bf6fe63bd0a831",
			"date" :      "2012",
			"author" :    [
				"Du, N.",
				"Song, L.",
				"Smola, A.",
				"Yuan, M."
			],
			"volume" :    "26",
			"type" :      "Publication",
			"year" :      "2012",
			"label" :     "Estimating heterogeneous social influence",
			"key" :       "DuSonSmoYua12"
		},
		{
			"pdf" :      "papers\/IshParSon12.pdf",
			"journal" :  "arxiv.org\/pdf\/1210.1258",
			"pub-type" : "article",
			"uri" :      "urn:1a2895839ff20d3c51f3c33dadfc825c",
			"date" :     "2012",
			"author" :   [
				"Ishteva, M.",
				"Park, H.",
				"Song, L."
			],
			"year" :     "2012",
			"type" :     "Publication",
			"label" :    "Unfolding latent tree structures using 4th order tensors",
			"key" :      "IshParSon12"
		},
		{
			"pdf" :       "paper\/SonGreBicLowGue11.pdf",
			"booktitle" : "International Conference on Artifical Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:5f91bbbd30e420e2ff83b9f92ac4e110",
			"date" :      "2011",
			"author" :    [
				"Song, L.",
				"Gretton, A.",
				"Bickson, D.",
				"Low, Y.",
				"Guestrin, C."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "Kernel Belief Propagation",
			"key" :       "SonGreBicLowGue11"
		},
		{
			"pdf" :       "papers\/SonParXin11.pdf",
			"booktitle" : "Neural Information Processing Systems (NIPS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:58db169bb1475e216b6b6dea15dd172d",
			"date" :      "2011",
			"author" :    [
				"Song, L.",
				"Parikh, A.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "Kernel Embeddings of Latent Tree Graphical Models",
			"key" :       "SonParXin11"
		},
		{
			"url" :       "http:\/\/www.cis.hut.fi\/MLG08\/papers\/session1\/paper9.pdf",
			"booktitle" : "Workshop on Mining and Learning with Graphs",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:5723bdbc3a3683cb7234f57f46b29b73",
			"date" :      "2008",
			"author" :    [
				"Borgwardt, K.",
				"Yan, X.",
				"Thoma, M.",
				"Cheng, H.",
				"Gretton, A.",
				"Song, L.",
				"Smola, A.",
				"Han, J.",
				"Yu, P.",
				"Kriegel, H."
			],
			"type" :      "Publication",
			"year" :      "2008",
			"label" :     "Combining near-optimal feature selection with gSpan",
			"key" :       "BorYanThoetal08"
		},
		{
			"pdf" :       "papers\/SonZhaSmoetal08.pdf",
			"booktitle" : "International Conference on Machine Learning",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:0d2e697ccfff7b6f0237a93f0e15696c",
			"date" :      "2008",
			"author" :    [
				"Song, L.",
				"Zhang, X.",
				"Smola, A.",
				"Gretton, A.",
				"Sch\\\"{o}lkopf, B."
			],
			"year" :      "2008",
			"type" :      "Publication",
			"label" :     "Tailoring Density Estimation via Reproducing Kernel Moment Matching",
			"key" :       "SonZhaSmoetal08"
		},
		{
			"pdf" :       "papers\/SonKolXin09.pdf",
			"booktitle" : "Bioinformatics (ISMB)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:624a607a2dd8f98a839695899b8bb5dd",
			"pages" :     "i128--i136",
			"date" :      "2009",
			"number" :    "12",
			"author" :    [
				"Song, L.",
				"Kolar, M.",
				"Xing, E."
			],
			"volume" :    "25",
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "KELLER: Estimating Time-Evolving Interactions between Genes",
			"key" :       "SonKolXin09a"
		},
		{
			"label" :         "Chaudhuri, K.",
			"type" :          "Author",
			"original-name" : "K. Chaudhuri",
			"last-name" :     "Chaudhuri"
		},
		{
			"pdf" :       "papers\/AnaChaHsuKakEtAl11.pdf",
			"booktitle" : "Neural Information Processing Systems (NIPS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:8eacbf531cbbfcd9fe471d712f600a4f",
			"date" :      "2011",
			"author" :    [
				"Anandkumar, A.",
				"Chaudhuri, K.",
				"Hsu, D.",
				"Kakade, S.",
				"Song, L.",
				"Zhang, T."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "Spectral Methods for Learning Multivariate Latent Tree Structure",
			"key" :       "AnaChaHsuKakEtAl11"
		},
		{
			"label" :         "Parikh, A.",
			"type" :          "Author",
			"original-name" : "A. Parikh",
			"last-name" :     "Parikh"
		},
		{
			"label" :         "Murray, C.",
			"type" :          "Author",
			"original-name" : "C. Murray",
			"last-name" :     "Murray"
		},
		{
			"label" :         "Ahmed, A.",
			"type" :          "Author",
			"original-name" : "A. Ahmed",
			"last-name" :     "Ahmed"
		},
		{
			"label" :         "Huang, J.",
			"type" :          "Author",
			"original-name" : "J. Huang",
			"last-name" :     "Huang"
		},
		{
			"label" :         "Bickson, D.",
			"type" :          "Author",
			"original-name" : "D. Bickson",
			"last-name" :     "Bickson"
		},
		{
			"label" :         "Tuytelaars, T.",
			"type" :          "Author",
			"original-name" : "T. Tuytelaars",
			"last-name" :     "Tuytelaars"
		},
		{
			"pdf" :       "papers\/SonEpp06.pdf",
			"booktitle" : "International Conference on Machine Learning",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:294b6792e375ee75ded24ffd411c486b",
			"date" :      "2006",
			"author" :    [
				"Song, L.",
				"Epps, J."
			],
			"type" :      "Publication",
			"year" :      "2006",
			"label" :     "Classifying {EEG} for brain-computer interfaces: learning optimal filters for dynamical system features",
			"key" :       "SonEpp06"
		},
		{
			"label" :         "Siddiqi, S.",
			"type" :          "Author",
			"original-name" : "S. Siddiqi",
			"last-name" :     "Siddiqi"
		},
		{
			"pdf" :      "papers\/SonSmoGreBedetal12.pdf",
			"journal" :  "Journal of Machine Learning Research (JMLR)",
			"pub-type" : "article",
			"uri" :      "urn:9bbc9b6c0527f468d0856469ef31abdf",
			"pages" :    "1393--1434",
			"date" :     "2012",
			"author" :   [
				"Song, L.",
				"Smola, A.",
				"Gretton, A.",
				"Bedo, J.",
				"Borgwardt, K."
			],
			"volume" :   "13",
			"type" :     "Publication",
			"year" :     "2012",
			"label" :    "Feature Selection via Dependence Maximization",
			"key" :      "SonSmoGreBedetal12"
		},
		{
			"label" :         "Du, N.",
			"type" :          "Author",
			"original-name" : "N. Du",
			"last-name" :     "Du"
		},
		{
			"label" :         "Zhang, T.",
			"type" :          "Author",
			"original-name" : "T. Zhang",
			"last-name" :     "Zhang"
		},
		{
			"label" :         "Huang, T.",
			"type" :          "Author",
			"original-name" : "T. Huang",
			"last-name" :     "Huang"
		},
		{
			"label" :         "Woo, H.",
			"type" :          "Author",
			"original-name" : "H. Woo",
			"last-name" :     "Woo"
		},
		{
			"pdf" :       "papers\/FuSonXin09.pdf",
			"booktitle" : "International Conference on Machine Learning",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:0f7be8453199c02b06390234192f30aa",
			"date" :      "2009",
			"author" :    [
				"Fu, W.",
				"Song, L.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "Dynamic mixed membership blockmodel for evolving networks",
			"key" :       "FuSonXin09"
		},
		{
			"pdf" :       "papers\/ZhoZhaSon13b.pdf",
			"booktitle" : "International Conference on Machine Learning (ICML)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:9f91b3eacd1e1c4307aa11bc8ce0076d",
			"date" :      "2013",
			"author" :    [
				"Zhou, K.",
				"Zha, H.",
				"Song, L."
			],
			"type" :      "Publication",
			"year" :      "2013",
			"label" :     "Learning Triggering Kernels for Multi-dimensional Hawkes Processes",
			"key" :       "ZhoZhaSon13b"
		},
		{
			"pdf" :       "papers\/HuaSonSch10.pdf",
			"booktitle" : "Artificial Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:1e0f505c2f7bd06886f7648d1e987fe4",
			"date" :      "2010",
			"author" :    [
				"Huang, T.",
				"Song, L.",
				"Schneider, J."
			],
			"type" :      "Publication",
			"year" :      "2010",
			"label" :     "Learning Nonlinear Dynamic Models from Non-sequenced Data",
			"key" :       "HuaSonSch10"
		},
		{
			"label" :         "Kolar, M.",
			"type" :          "Author",
			"original-name" : "M. Kolar",
			"last-name" :     "Kolar"
		},
		{
			"label" :         "Teo, C.",
			"type" :          "Author",
			"original-name" : "C. Teo",
			"last-name" :     "Teo"
		},
		{
			"pdf" :       "papers\/ParSonXin11.pdf",
			"booktitle" : "International Conference on Machine Learning (ICML)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:1a2a62fc6f77b4956d5ce39e1bfdeee3",
			"date" :      "2011",
			"author" :    [
				"Parikh, A.",
				"Song, L.",
				"Xing, E. P."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "A Spectral Algorithm for Latent Tree Graphical Models",
			"key" :       "ParSonXin11"
		},
		{
			"pdf" :       "papers\/SonKolXin10.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 22 (NIPS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:2ce7b2f2eca734eb491b621437183ca1",
			"date" :      "2010",
			"author" :    [
				"Song, L.",
				"Kolar, M.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2010",
			"label" :     "Time-varying dynamic Bayesian networks",
			"key" :       "SonKolXin10"
		},
		{
			"label" :         "Liu, S.Q.",
			"type" :          "Author",
			"original-name" : "S.Q. Liu",
			"last-name" :     "Liu"
		},
		{
			"label" :         "Xing, E.P.",
			"type" :          "Author",
			"original-name" : "Xing, E.P.",
			"last-name" :     "Xing"
		},
		{
			"label" :         "Jankovic, B.",
			"type" :          "Author",
			"original-name" : "B. Jankovic",
			"last-name" :     "Jankovic"
		},
		{
			"label" :         "Song, L.",
			"type" :          "Author",
			"original-name" : "L. Song",
			"last-name" :     "Song"
		},
		{
			"label" :         "Zhou, K.",
			"type" :          "Author",
			"original-name" : "K. Zhou",
			"last-name" :     "Zhou"
		},
		{
			"publisher" : "Springer",
			"pdf" :       "papers\/SmoGreSonSch07.pdf",
			"booktitle" : "Algorithmic Learning Theory",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:6bf486d2a262e8753a55985c5efe744d",
			"date" :      "2007",
			"author" :    [
				"Smola, A.",
				"Gretton, A.",
				"Song, L.",
				"Sch\\\"{o}lkopf, B."
			],
			"year" :      "2007",
			"type" :      "Publication",
			"note" :      "Invited paper",
			"label" :     "A Hilbert Space Embedding for Distributions",
			"key" :       "SmoGreSonSch07"
		},
		{
			"journal" :  "Applied Mathematics and Mechanics",
			"pub-type" : "article",
			"uri" :      "urn:b02733bf75c185a13e60ec2c39d48871",
			"date" :     "2005",
			"number" :   "7",
			"author" :   [
				"Liu, S.Q.",
				"Song, L."
			],
			"volume" :   "26",
			"type" :     "Publication",
			"year" :     "2005",
			"label" :    "Curvature relation of wave front and wave changing in external field",
			"key" :      "LiuSon05"
		},
		{
			"pdf" :       "papers\/FukSonGre11.pdf",
			"booktitle" : "Neural Information Processing Systems (NIPS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:9cc8890726d14036dd98202b80c4b21c",
			"date" :      "2011",
			"author" :    [
				"Fukumizu, K.",
				"Song, L.",
				"Gretton, A."
			],
			"type" :      "Publication",
			"year" :      "2011",
			"label" :     "Kernel Bayes\' Rule",
			"key" :       "FukSonGre11"
		},
		{
			"pdf" :       "papers\/HuaMurSheetal05.pdf",
			"booktitle" : "International Conference on Information Visualization",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:e1c37b75ad18f90a3be79275fbcbed3e",
			"date" :      "2005",
			"author" :    [
				"Huang, W.",
				"Murray, C.",
				"Shen, X.",
				"Song, L.",
				"Wu, Y.X.",
				"Zheng, L."
			],
			"type" :      "Publication",
			"year" :      "2005",
			"label" :     "Visualization and analysis of network motifs",
			"key" :       "HuaMurSheetal05"
		},
		{
			"pdf" :       "papers\/SonBedBoretal07.pdf",
			"booktitle" : "Bioinformatics (ISMB)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:3ed05e7207091456bf8450666de188c0",
			"pages" :     "i490--i498",
			"date" :      "2007",
			"number" :    "13",
			"author" :    [
				"Song, L.",
				"Bedo, J.",
				"Borgwardt, K.",
				"Gretton, A.",
				"Smola, A."
			],
			"volume" :    "23",
			"type" :      "Publication",
			"year" :      "2007",
			"label" :     "Gene Selection via the BAHSIC Family of Algorithms",
			"key" :       "SonBedBoretal07"
		},
		{
			"label" :         "Wu, Y.X.",
			"type" :          "Author",
			"original-name" : "Y.X. Wu",
			"last-name" :     "Wu"
		},
		{
			"id" :        "2cd8afbbaeb0d3f646e7854fb0e70840",
			"pdf" :       "papers\/IshParSon13.pdf",
			"booktitle" : "International Conference on Machine Learning (ICML)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:2cd8afbbaeb0d3f646e7854fb0e70840",
			"date" :      "2013",
			"author" :    [
				"Ishteva, M.",
				"Song, L.",
				"Park, H."
			],
			"type" :      "Publication",
			"year" :      "2013",
			"label" :     "Unfolding latent tree structures using 4th order tensors",
			"key" :       "IshSonPar13"
		},
		{
			"pdf" :       "papers\/SonEpp06a.pdf",
			"booktitle" : "IEEE International Conference on Acoustics, Speech, and Signal Processing",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:f9193a9d96b927b198958c4c1b2f02bf",
			"date" :      "2006",
			"author" :    [
				"Song, L.",
				"Epps, J."
			],
			"type" :      "Publication",
			"year" :      "2006",
			"label" :     "Improving the separability of EEG signals during motor imagery with an efficient circular Laplacian",
			"key" :       "SonEpp06a"
		},
		{
			"pdf" :       "papers\/SonBooSidetal10.pdf",
			"booktitle" : "International Conference on Machine Learning (ICML)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:8107e06d3e7637f8a98d135f7e948d26",
			"date" :      "2010",
			"author" :    [
				"Song, L.",
				"Boots, B.",
				"Siddiqi, S.",
				"Gordon, G.",
				"Smola, A."
			],
			"type" :      "Publication",
			"year" :      "2010",
			"label" :     "Hilbert Space Embeddings of Hidden Markov Models",
			"key" :       "SonBooSidetal10"
		},
		{
			"label" :         "Guestrin, C.",
			"type" :          "Author",
			"original-name" : "C. Guestrin",
			"last-name" :     "Guestrin"
		},
		{
			"label" :         "Goyal, A.",
			"type" :          "Author",
			"original-name" : "A. Goyal",
			"last-name" :     "Goyal"
		},
		{
			"label" :         "Zha, H.",
			"type" :          "Author",
			"original-name" : "H. Zha",
			"last-name" :     "Zha"
		},
		{
			"label" :         "Kakade, S.",
			"type" :          "Author",
			"original-name" : "S. Kakade",
			"last-name" :     "Kakade"
		},
		{
			"url" :      "http:\/\/www.nature.com\/npp\/journal\/v34\/n7\/abs\/npp20091a.html",
			"journal" :  "Nature Neuropsychopharmacology",
			"pub-type" : "article",
			"uri" :      "urn:bc917222c5264ab9bf547ecfd0eac8ae",
			"pages" :    "1797--1809",
			"date" :     "2009",
			"author" :   [
				"Williams, L.",
				"Gatt, J.",
				"Kuan, S.",
				"Dobson-Stone, C.",
				"Palmer, D.",
				"Paul, R.",
				"Song, L.",
				"Costa, P.",
				"Schofield, P.",
				"Gordon, E."
			],
			"volume" :   "34",
			"type" :     "Publication",
			"year" :     "2009",
			"label" :    "A polymorphism of the maoa gene is associated with emotional brain markers and personality traits on an antisocial index",
			"key" :      "KuaGatDobetal08"
		},
		{
			"label" :         "Liddell, B.",
			"type" :          "Author",
			"original-name" : "B. Liddell",
			"last-name" :     "Liddell"
		},
		{
			"pdf" :      "papers\/QuaSmoSonTuy10.pdf",
			"journal" :  "IEEE Trans. on Pattern Analysis and Machine Intelligence",
			"pub-type" : "article",
			"uri" :      "urn:954ef9399da96c4e65bb01bce6a2831a",
			"date" :     "2010",
			"author" :   [
				"Quadrianto, N.",
				"Smola, A.",
				"Song, L.",
				"Tuytelaars, T."
			],
			"year" :     "2010",
			"type" :     "Publication",
			"label" :    "Kernelized Sorting",
			"key" :      "QuaSmoSonTuy10"
		},
		{
			"url" :      "http:\/\/www.ncbi.nlm.nih.gov\/entrez\/query.fcgi?cmd=Retrieve&db=PubMed&list_uids=16460966&dopt=Citation",
			"journal" :  "NeuroImage",
			"pub-type" : "article",
			"uri" :      "urn:f9f1f398fffc11a617141d88a9b4fdb5",
			"pages" :    "458-467",
			"date" :     "2006",
			"author" :   [
				"Williams, L.",
				"Palmer, D.",
				"Liddell, B.",
				"Song, L.",
				"Gordon, E."
			],
			"volume" :   "31",
			"type" :     "Publication",
			"year" :     "2006",
			"label" :    "The `when\' and `where\' of perceiving signals of threat versus non-threat",
			"key" :      "WilPalLidetal06"
		},
		{
			"publisher" : "MIT Press",
			"pdf" :       "papers\/SonGorGys06.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 18",
			"pub-type" :  "incollection",
			"uri" :       "urn:74d796e76576b5be9ceae2fa3057b3dd",
			"date" :      "2006",
			"author" :    [
				"Song, L.",
				"Gordon, E.",
				"Gysels, E."
			],
			"type" :      "Publication",
			"year" :      "2006",
			"label" :     "Phase Synchrony Rate for the Recognition of Motor Imagery in BCIs",
			"address" :   "Cambridge, MA",
			"key" :       "SonGorGys06"
		},
		{
			"pdf" :       "papers\/ZhoZhaSon13.pdf",
			"booktitle" : "Artificial Intelligence and Statistics (AISTATS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:b96d4d5d41aefeb9e2df9fae4108f4ee",
			"date" :      "2013",
			"author" :    [
				"Zhou, K.",
				"Zha, H.",
				"Song, L."
			],
			"type" :      "Publication",
			"year" :      "2013",
			"label" :     "Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes",
			"key" :       "ZhoZhaSon13"
		},
		{
			"pdf" :       "papers\/ThoCheGreetal09.pdf",
			"booktitle" : "SIAM International Conference on Data Mining (SDM)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:f561e084ece009eb02fd47b7234525ee",
			"date" :      "2009",
			"author" :    [
				"Thoma, M.",
				"Cheng, H.",
				"Gretton, A.",
				"Han, J.",
				"Kriegel, H.",
				"Smola, A.",
				"Song, L.",
				"Yu, P.",
				"Yan, X.",
				"Borgwardt, K."
			],
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "Near-optimal supervised feature selection among frequent subgraphs",
			"key" :       "ThoCheGreetal09"
		},
		{
			"label" :         "Park, H.",
			"type" :          "Author",
			"original-name" : "H. Park",
			"last-name" :     "Park"
		},
		{
			"label" :         "Fu, W.",
			"type" :          "Author",
			"original-name" : "W. Fu",
			"last-name" :     "Fu"
		},
		{
			"label" :         "Xing, E.",
			"type" :          "Author",
			"original-name" : "E. Xing",
			"last-name" :     "Xing"
		},
		{
			"pdf" :       "papers\/SonHuaSmoetal09.pdf",
			"booktitle" : "International Conference on Machine Learning",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:5caf1333f7057d49a34cf5086e5d8fd0",
			"date" :      "2009",
			"author" :    [
				"Song, L.",
				"Huang, J.",
				"Smola, A.",
				"Fukumizu, K."
			],
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "Hilbert space embeddings of conditional distributions",
			"key" :       "SonHuaSmoFuk09"
		},
		{
			"pdf" :       "papers\/SonSmoGreetal07a.pdf",
			"booktitle" : "International Conference on Machine Learning",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:1b82a0c1531e5be180d73b7b17cbb2f8",
			"date" :      "2007",
			"author" :    [
				"Song, L.",
				"Smola, A.",
				"Gretton, A.",
				"Borgwardt, K.",
				"Bedo, J."
			],
			"editor" :    "C. Sammut and Z. Ghahramani",
			"type" :      "Publication",
			"year" :      "2007",
			"label" :     "Supervised Feature Selection via Dependence Estimation",
			"key" :       "SonSmoGreetal07a"
		},
		{
			"pdf" :       "papers\/KolSonXin10.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 22 (NIPS)",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:df4205f61ab8835d6beb133e03e59aa5",
			"date" :      "2010",
			"author" :    [
				"Kolar, M.",
				"Song, L.",
				"Xing, E."
			],
			"type" :      "Publication",
			"year" :      "2010",
			"label" :     "Sparsistent learning of varying-coefficient models with structural changes",
			"key" :       "KolSonXin10"
		},
		{
			"label" :         "Costa, P.",
			"type" :          "Author",
			"original-name" : "P. Costa",
			"last-name" :     "Costa"
		},
		{
			"pdf" :       "papers\/XieJanBajEtAl13.pdf",
			"booktitle" : "ISMB",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:f632930b1e40900d746a801fb1c591c7",
			"date" :      "2013",
			"author" :    [
				"Xie, B.",
				"Jankovic, B.",
				"Bajic, V.",
				"Song, L.",
				"Gao, X."
			],
			"type" :      "Publication",
			"year" :      "2013",
			"label" :     "PolyA motif prediction using spectral latent features from human DNA sequences",
			"key" :       "XieJanBajEtAl13"
		},
		{
			"label" :         "Parikh, A.P.",
			"type" :          "Author",
			"original-name" : "Parikh, A.P.",
			"last-name" :     "Parikh"
		},
		{
			"label" :         "Ho, Q.",
			"type" :          "Author",
			"original-name" : "Q. Ho",
			"last-name" :     "Ho"
		},
		{
			"pdf" :      "papers\/SonFukGre13.pdf",
			"journal" :  "IEEE Signal Processing Magazine",
			"pub-type" : "article",
			"uri" :      "urn:b10c068ef3146ae316f60f3abfe8a859",
			"date" :     "2013",
			"author" :   [
				"Song, L.",
				"Gretton, A.",
				"Fukumizu, K."
			],
			"year" :     "2013",
			"type" :     "Publication",
			"label" :    "Kernel Embeddings of Conditional Distributions",
			"key" :      "SonFukGre13"
		},
		{
			"label" :         "Paul, R.",
			"type" :          "Author",
			"original-name" : "R. Paul",
			"last-name" :     "Paul"
		},
		{
			"label" :         "Cheng, H.",
			"type" :          "Author",
			"original-name" : "H. Cheng",
			"last-name" :     "Cheng"
		},
		{
			"label" :         "Low, Y.",
			"type" :          "Author",
			"original-name" : "Y. Low",
			"last-name" :     "Low"
		},
		{
			"label" :         "Schneider, J.",
			"type" :          "Author",
			"original-name" : "J. Schneider",
			"last-name" :     "Schneider"
		},
		{
			"label" :         "Yan, X.",
			"type" :          "Author",
			"original-name" : "X. Yan",
			"last-name" :     "Yan"
		},
		{
			"id" :        "1ee839384980b252715e989db82bd4f4",
			"pdf" :       "papers\/QuaSonSmo09.pdf",
			"booktitle" : "Advances in Neural Information Processing Systems 21",
			"pub-type" :  "inproceedings",
			"uri" :       "urn:1ee839384980b252715e989db82bd4f4",
			"date" :      "2009",
			"author" :    [
				"Quadrianto, N.",
				"Song, L.",
				"Smola, A."
			],
			"type" :      "Publication",
			"year" :      "2009",
			"label" :     "Kernelized Sorting",
			"key" :       "QuaSonSmo09"
		},
		{
			"label" :         "Hsu, D.",
			"type" :          "Author",
			"original-name" : "D. Hsu",
			"last-name" :     "Hsu"
		}
	],
	"types" :      {
		"Author" :      {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#Author"
		},
		"Publication" : {
			"label" :       "Publication",
			"uri" :         "http:\/\/simile.mit.edu\/2006\/11\/bibtex#Publication",
			"pluralLabel" : "Publications"
		}
	},
	"properties" : {
		"number" :        {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#number"
		},
		"note" :          {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#note"
		},
		"author" :        {
			"reverseLabel" :         "authors of",
			"label" :                "author",
			"groupingLabel" :        "their authors",
			"uri" :                  "http:\/\/simile.mit.edu\/2006\/11\/bibtex#author",
			"reverseGroupingLabel" : "what they author",
			"reversePluralLabel" :   "authors of",
			"valueType" :            "item",
			"pluralLabel" :          "authors"
		},
		"address" :       {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#address"
		},
		"editor" :        {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#editor"
		},
		"url" :           {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#url"
		},
		"pages" :         {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#pages"
		},
		"year" :          {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#year"
		},
		"journal" :       {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#journal"
		},
		"booktitle" :     {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#booktitle"
		},
		"school" :        {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#school"
		},
		"publisher" :     {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#publisher"
		},
		"volume" :        {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#volume"
		},
		"original-name" : {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#original-name"
		},
		"pdf" :           {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#pdf"
		},
		"date" :          {
			"uri" : "http:\/\/purl.org\/dc\/elements\/1.1\/date"
		},
		"last-name" :     {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#last-name"
		},
		"key" :           {
			"uri" : "http:\/\/simile.mit.edu\/2006\/11\/bibtex#key"
		}
	}
}