David Gleich

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Austin R BensonCornell UniverstyVerified email at cs.cornell.edu
Paul G. ConstantineAssistant Professor of Computer Science, University of Colorado BoulderVerified email at colorado.edu
Leonid ZhukovProfessor, Computer Science Department, Higher School of EconomicsVerified email at hse.ru
Kyle KlosterCarbon 3DVerified email at purdue.edu
Joyce Jiyoung WhangAssistant Professor, KAISTVerified email at kaist.ac.kr
Inderjit S. DhillonVice President/Distinguished Scientist at Amazon, and Professor, Computer Science, UT AustinVerified email at cs.utexas.edu
Ryan A. RossiAdobe ResearchVerified email at adobe.com
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.edu
Assefaw GebremedhinWashington State University, School of EECSVerified email at eecs.wsu.edu
Lek-Heng LimUniversity of ChicagoVerified email at galton.uchicago.edu
Mostofa PatwaryApplied Deep Learning Research, NVIDIAVerified email at nvidia.com
Yangyang HouAnt FinancialVerified email at antfin.com
Mohsen BayatiAssociate Professor, Stanford UniversityVerified email at stanford.edu
Laks V.S. LakshmananProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca
Christine KlymkoLawrence Livermore National LaboratoryVerified email at llnl.gov
C. SeshadhriUniversity of California, Santa CruzVerified email at ucsc.edu
Gianluca IaccarinoStanford UniversityVerified email at stanford.edu
Anthony BonatoProfessor of Mathematics, Ryerson UniversityVerified email at ryerson.ca
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it

David Gleich

Purdue University

Verified email at purdue.edu - Homepage

Large scale matrix computations Network computations Google's PageRank


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Higher-order organization of complex networks AR Benson, DF Gleich, J Leskovec Science 353 (6295), 163-166, 2016	676	2016
PageRank beyond the web DF Gleich Siam Review 57 (3), 321-363, 2015	480	2015
Local higher-order graph clustering H Yin, AR Benson, J Leskovec, DF Gleich Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017	359	2017
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods DF Gleich, C Seshadhri Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	220	2012
Overlapping community detection using seed set expansion JJ Whang, DF Gleich, IS Dhillon Proceedings of the 22nd ACM international conference on information …, 2013	204	2013
Overlapping community detection using neighborhood-inflated seed expansion JJ Whang, DF Gleich, IS Dhillon IEEE Transactions on Knowledge and Data Engineering 28 (5), 1272-1284, 2016	186	2016
Rank aggregation via nuclear norm minimization DF Gleich, L Lim Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	183	2011
Heat kernel based community detection K Kloster, DF Gleich Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	174	2014
Message-passing algorithms for sparse network alignment M Bayati, DF Gleich, A Saberi, Y Wang ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (1), 1-31, 2013	161	2013
Algorithms for large, sparse network alignment problems M Bayati, M Gerritsen, DF Gleich, A Saberi, Y Wang 2009 Ninth IEEE International Conference on Data Mining, 705-710, 2009	160	2009
Fast parallel PageRank: A linear system approach D Gleich, L Zhukov, P Berkhin Yahoo! Research Technical Report YRL-2004-038, available via http://research …, 2004	158	2004
MatlabBGL D Gleich Accessed via http://www. stanford. edu/, dgleich/programs/matlab_bgl, 2006	119*	2006
Parallel maximum clique algorithms with applications to network analysis RA Rossi, DF Gleich, AH Gebremedhin SIAM Journal on Scientific Computing 37 (5), C589-C616, 2015	112*	2015
Tensor spectral clustering for partitioning higher-order network structures AR Benson, DF Gleich, J Leskovec Proceedings of the 2015 SIAM International Conference on Data Mining, 118-126, 2015	103	2015
Multilinear pagerank DF Gleich, LH Lim, Y Yu SIAM Journal on Matrix Analysis and Applications 36 (4), 1507-1541, 2015	99	2015
Fast maximum clique algorithms for large graphs RA Rossi, DF Gleich, AH Gebremedhin, MMA Patwary Proceedings of the 23rd International Conference on World Wide Web, 365-366, 2014	89	2014
An inner-outer iteration for computing PageRank DF Gleich, AP Gray, C Greif, T Lau SIAM Journal on Scientific Computing 32 (1), 349-371, 2010	87	2010
Non-exhaustive, Overlapping k-means JJ Whang, IS Dhillon, DF Gleich Proceedings of the 2015 SIAM international conference on data mining, 936-944, 2015	75	2015
Computing active subspaces with Monte Carlo P Constantine, D Gleich arXiv preprint arXiv:1408.0545, 2014	71	2014
The spacey random walk: A stochastic process for higher-order data AR Benson, DF Gleich, LH Lim SIAM Review 59 (2), 321-345, 2017	70	2017

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