Yizhou Sun
Yizhou Sun
Associate Professor, Computer Science, UCLA
E-mail confirmado em cs.ucla.edu - Página inicial
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PathSim: Meta path-based top-k similarity search in heterogeneous information networks
Y Sun, J Han, X Yan, PS Yu, T Wu
Proceedings of the VLDB Endowment 4 (11), 992-1003, 2011
10302011
Ranking-based clustering of heterogeneous information networks with star network schema
Y Sun, Y Yu, J Han
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
5102009
RankClus: integrating clustering with ranking for heterogeneous information network analysis
Y Sun, J Han, P Zhao, Z Yin, H Cheng, T Wu
Proceedings of the 12th International Conference on Extending Database …, 2009
4092009
Co-author relationship prediction in heterogeneous bibliographic networks
Y Sun, R Barber, M Gupta, CC Aggarwal, J Han
2011 International Conference on Advances in Social Networks Analysis and …, 2011
4062011
Mining heterogeneous information networks: principles and methodologies
Y Sun, J Han
Synthesis Lectures on Data Mining and Knowledge Discovery 3 (2), 1-159, 2012
3812012
A survey of heterogeneous information network analysis
C Shi, Y Li, J Zhang, Y Sun, SY Philip
IEEE Transactions on Knowledge and Data Engineering 29 (1), 17-37, 2017
3782017
Personalized entity recommendation: a heterogeneous information network approach
X Yu, X Ren, Y Sun, Q Gu, B Sturt, U Khandelwal, B Norick, J Han
Proceedings of the 7th ACM international conference on Web search and data …, 2014
3502014
LCARS: a location-content-aware recommender system
H Yin, Y Sun, B Cui, Z Hu, L Chen
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
3392013
Mining heterogeneous information networks: a structural analysis approach
Y Sun, J Han
ACM SIGKDD Explorations Newsletter 14 (2), 20-28, 2012
3212012
Pathselclus: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks
Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu
ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (3), 1-23, 2013
2992013
Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks
Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
299*2012
On community outliers and their efficient detection in information networks
J Gao, F Liang, W Fan, C Wang, Y Sun, J Han
Proceedings of the 16th ACM SIGKDD international conference on Knowledge …, 2010
2452010
When will it happen? -- relationship prediction in heterogeneous information networks
Y Sun, J Han, CC Aggarwal, NV Chawla
Proceedings of the fifth ACM international conference on Web search and data …, 2012
2432012
P-Rank: a comprehensive structural similarity measure over information networks
P Zhao, J Han, Y Sun
Proceeding of the 18th ACM conference on Information and knowledge …, 2009
2242009
Graph regularized transductive classification on heterogeneous information networks
M Ji, Y Sun, M Danilevsky, J Han, J Gao
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010
2112010
Fast computation of simrank for static and dynamic information networks
C Li, J Han, G He, X Jin, Y Sun, Y Yu, T Wu
Proceedings of the 13th International Conference on Extending Database …, 2010
1612010
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
Y Sun, CC Aggarwal, J Han
PVLDB 5 (5), 394-405, 2012
1592012
itopicmodel: Information network-integrated topic modeling
Y Sun, J Han, J Gao, Y Yu
2009 Ninth IEEE International Conference on Data Mining, 493-502, 2009
1492009
Machine Learning and Knowledge Discovery in Databases
M Ji, Y Sun, M Danilevsky, J Han, J Gao
Springer, 2010
141*2010
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
J Huang, H Sun, J Han, H Deng, Y Sun, Y Liu
Proceedings of the 19th ACM international conference on Information and …, 2010
1402010
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