David Gleich - Google Scholar

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	All	Since 2015
Citations	4648	3877
h-index	33	28
i10-index	74	65

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Co-authors

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
Inderjit S. DhillonAmazon Fellow and Gottesman Family Centennial Professor, CS Dept, UT AustinVerified email at cs.utexas.edu
Kyle KlosterCarbon 3DVerified email at purdue.edu
Joyce Jiyoung WhangAssistant Professor, KAISTVerified email at kaist.ac.kr
Ryan A. RossiAdobe ResearchVerified email at adobe.com
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Assefaw GebremedhinWashington State University, School of EECSVerified email at eecs.wsu.edu
Michael MahoneyProfessor of Statistics, UC BerkeleyVerified email at stat.berkeley.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
C. SeshadhriUniversity of California, Santa CruzVerified email at ucsc.edu
Christine KlymkoLawrence Livermore National LaboratoryVerified email at llnl.gov
Gianluca IaccarinoStanford UniversityVerified email at stanford.edu
Anthony BonatoRyerson UniversityVerified email at ryerson.ca
Francesco BonchiScientific Director of ISI FoundationVerified email at isi.it
Laks V.S. LakshmananProfessor of Computer Science, University of British ColumbiaVerified email at cs.ubc.ca

David Gleich

Purdue University

Verified email at purdue.edu

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	503	2016
PageRank beyond the Web DF Gleich Siam Review 57 (3), 321-363, 2015	362	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	242	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	197	2012
Overlapping community detection using seed set expansion JJ Whang, DF Gleich, IS Dhillon Proceedings of the 22nd ACM international conference on Information …, 2013	174	2013
Rank aggregation via nuclear norm minimization DF Gleich, L Lim Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	158	2011
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	147	2016
Heat kernel based community detection K Kloster, DF Gleich Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014	146	2014
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	144	2004
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	141	2009
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	121	2013
MatlabBGL D Gleich Accessed via http://www. stanford. edu/, dgleich/programs/matlab_bgl, 2006	110*	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	95*	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	85	2015
Multilinear pagerank DF Gleich, LH Lim, Y Yu SIAM Journal on Matrix Analysis and Applications 36 (4), 1507-1541, 2015	82	2015
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	77	2010
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	75	2014
Tracking the random surfer: empirically measured teleportation parameters in PageRank DF Gleich, PG Constantine, AD Flaxman, A Gunawardana Proceedings of the 19th international conference on World wide web, 381-390, 2010	62	2010
Fast matrix computations for pairwise and columnwise commute times and Katz scores F Bonchi, P Esfandiar, DF Gleich, C Greif, LVS Lakshmanan Internet Mathematics 8 (1-2), 73-112, 2012	61	2012
Direct QR factorizations for tall-and-skinny matrices in MapReduce architectures AR Benson, DF Gleich, J Demmel 2013 IEEE international conference on big data, 264-272, 2013	59	2013

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