U Kang
U Kang
Associate Professor of Computer Science and Engineering, Seoul National University
Verified email at snu.ac.kr - Homepage
TitleCited byYear
Pegasus: A peta-scale graph mining system implementation and observations
U Kang, CE Tsourakakis, C Faloutsos
Proceedings of the 2009 Ninth IEEE International Conference on Data Mining …, 2009
7992009
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
2972009
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
2272012
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
181*2011
PEGASUS: mining peta-scale graphs
U Kang, CE Tsourakakis, C Faloutsos
Knowledge and information systems 27 (2), 303-325, 2011
1562011
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
1372011
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
1262011
VoG: Summarizing and Understanding Large Graphs
D Koutra, U Kang, J Vreeken, C Faloutsos
SIAM International Conference on Data Mining, 2014
124*2014
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), 8, 2011
1242011
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
1182011
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
972011
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
942011
Haten2: Billion-scale tensor decompositions
I Jeon, EE Papalexakis, U Kang, C Faloutsos
2015 IEEE 31st International Conference on Data Engineering, 1047-1058, 2015
932015
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
842014
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
832008
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
712015
Fast Random Walk Graph Kernel
U Kang, H Tong, J Sun
SIAM International Conference on Data Mining, April 26-28, 2012, Anaheim …, 2012
702012
Mining large graphs: Algorithms, inference, and discoveries
U Kang, DH Chau, C Faloutsos
2011 IEEE 27th International Conference on Data Engineering, 243-254, 2011
702011
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
622010
Mapreduce triangle enumeration with guarantees
HM Park, F Silvestri, U Kang, R Pagh
Proceedings of the 23rd ACM International Conference on Conference on …, 2014
612014
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Articles 1–20