U Kang

Cited by

	All	Since 2016
Citations	5206	3215
h-index	36	31
i10-index	65	61

680

340

170

510

20102011201220132014201520162017201820192020202157 170 280 328 441 552 628 670 612 590 618 86

Co-authors

Christos FaloutsosCMUVerified email at cs.cmu.edu
Duen Horng (Polo) ChauAssociate Professor of Computer Science, Georgia Institute of TechnologyVerified email at gatech.edu
Charalampos E. TsourakakisBoston University, ISI Foundation, Harvard UniversityVerified email at seas.harvard.edu
Jinhong JungAssistant Professor, Jeonbuk National UniversityVerified email at jbnu.ac.kr
Danai KoutraUniversity of Michigan, Ann ArborVerified email at umich.edu
Hanghang TongUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
Yongsub LimMakinaRocksVerified email at makinarocks.ai
Ha-Myung ParkAssistant Professor at Kookmin UniversityVerified email at kookmin.ac.kr
Namyong ParkCarnegie Mellon UniversityVerified email at cs.cmu.edu
Evangelos E. PapalexakisAssistant Professor, University of California RiversideVerified email at cs.ucr.edu
Jimeng SunProfessor at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Kijung ShinAssistant Professor, KAISTVerified email at kaist.ac.kr
Leman AkogluAssociate Professor of Information Systems, Heinz College, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Ana Paula AppelIBM ResearchVerified email at br.ibm.com
Jaemin YooPhD Student at Seoul National UniversityVerified email at snu.ac.kr
Robson L. F. CordeiroComputer Science Department, University of São Paulo (USP) at São CarlosVerified email at icmc.usp.br
Woojeong JinUniversity of Southern CaliforniaVerified email at usc.edu
Abhay HarpaleGE Global ResearchVerified email at cs.cmu.edu
Byungsoo JeonCSD PhD Student, Carnegie Mellon UniversityVerified email at cs.cmu.edu

U Kang

Professor of Computer Science and Engineering, Seoul National University

Verified email at snu.ac.kr - Homepage

Big Data Mining Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Pegasus: A peta-scale graph mining system implementation and observations U Kang, CE Tsourakakis, C Faloutsos 2009 Ninth IEEE International Conference on Data Mining, 229-238, 2009	886	2009
Doulion: counting triangles in massive graphs with a coin CE Tsourakakis, U Kang, GL Miller, C Faloutsos Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	349	2009
GigaTensor: scaling tensor analysis up by 100 times-algorithms and discoveries U Kang, E Papalexakis, A Harpale, C Faloutsos Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	283	2012
Clustering Very Large Multi-dimensional Datasets with MapReduce RLF Cordeiro, C Traina Jr, AJM Traina, J López, U Kang, C Faloutsos ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 690-698, 2011	204*	2011
Pegasus: mining peta-scale graphs U Kang, CE Tsourakakis, C Faloutsos Knowledge and information systems 27 (2), 303-325, 2011	178	2011
VoG: Summarizing and Understanding Large Graphs D Koutra, U Kang, J Vreeken, C Faloutsos SIAM International Conference on Data Mining, 2014	166*	2014
Centralities in Large Networks: Algorithms and Observations U Kang, S Papadimitriou, J Sun, H Tong SIAM International Conference on Data Mining, April 28-30, 2011, Mesa …, 2011	161	2011
Gbase: a scalable and general graph management system U Kang, H Tong, J Sun, CY Lin, C Faloutsos Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	143	2011
Hadi: Mining radii of large graphs U Kang, CE Tsourakakis, AP Appel, C Faloutsos, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (2), 1-24, 2011	137	2011
Beyond ‘Caveman Communities’: Hubs and Spokes for Graph Compression and Mining U Kang, C Faloutsos Data Mining (ICDM), 2011 IEEE 11th International Conference on, 300-309, 2011	136	2011
Haten2: Billion-scale tensor decompositions I Jeon, EE Papalexakis, U Kang, C Faloutsos 2015 IEEE 31st International Conference on Data Engineering, 1047-1058, 2015	126	2015
Unifying guilt-by-association approaches: Theorems and fast algorithms D Koutra, TY Ke, U Kang, DHP Chau, HKK Pao, C Faloutsos Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011	117	2011
Spectral analysis for billion-scale graphs: Discoveries and implementation U Kang, B Meeder, C Faloutsos Pacific-Asia Conference on Knowledge Discovery and Data Mining, 13-25, 2011	111	2011
Slashburn: Graph compression and mining beyond caveman communities Y Lim, U Kang, C Faloutsos IEEE Transactions on Knowledge and Data Engineering 26 (12), 3077-3089, 2014	105	2014
Fast Random Walk Graph Kernel U Kang, H Tong, J Sun SIAM International Conference on Data Mining, April 26-28, 2012, Anaheim …, 2012	90	2012
Hadi: Fast diameter estimation and mining in massive graphs with hadoop U Kang, C Tsourakakis, AP Appel, C Faloutsos, J Leskovec ACM Trasactions on Knowledge Discovery from Data (TKDD) 5 (2), 8, 2008	90	2008
Mascot: Memory-efficient and accurate sampling for counting local triangles in graph streams Y Lim, U Kang Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015	88	2015
Mapreduce triangle enumeration with guarantees HM Park, F Silvestri, U Kang, R Pagh Proceedings of the 23rd ACM International Conference on Conference on …, 2014	78	2014
Mining large graphs: Algorithms, inference, and discoveries U Kang, DH Chau, C Faloutsos 2011 IEEE 27th International Conference on Data Engineering, 243-254, 2011	77	2011
Radius plots for mining tera-byte scale graphs: Algorithms, patterns, and observations U Kang, CE Tsourakakis, AP Appel, C Faloutsos, J Leskovec Proceedings of the 2010 SIAM International Conference on Data Mining, 548-558, 2010	71	2010

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