Quanquan Gu
Quanquan Gu
Assistant Professor of Computer Science, UCLA
Verified email at cs.ucla.edu - Homepage
TitleCited byYear
Data classification: algorithms and applications
CC Aggarwal
CRC press, 2014
13452014
Generalized fisher score for feature selection
Q Gu, Z Li, J Han
arXiv preprint arXiv:1202.3725, 2012
3662012
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
2642014
Collaborative filtering: Weighted nonnegative matrix factorization incorporating user and item graphs
Q Gu, J Zhou, C Ding
Proceedings of the 2010 SIAM international conference on data mining, 199-210, 2010
2042010
Co-clustering on manifolds
Q Gu, J Zhou
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
1882009
Joint feature selection and subspace learning
Q Gu, Z Li, J Han
Twenty-Second International Joint Conference on Artificial Intelligence, 2011
1602011
Learning the shared subspace for multi-task clustering and transductive transfer classification
Q Gu, J Zhou
2009 Ninth IEEE International Conference on Data Mining, 159-168, 2009
1302009
Clustered support vector machines
Q Gu, J Han
Artificial Intelligence and Statistics, 307-315, 2013
962013
Citation prediction in heterogeneous bibliographic networks
X Yu, Q Gu, M Zhou, J Han
Proceedings of the 2012 SIAM International Conference on Data Mining, 1119-1130, 2012
962012
Latent community topic analysis: Integration of community discovery with topic modeling
Z Yin, L Cao, Q Gu, J Han
ACM Transactions on Intelligent Systems and Technology (TIST) 3 (4), 63, 2012
852012
Recommendation in heterogeneous information networks with implicit user feedback
X Yu, X Ren, Y Sun, B Sturt, U Khandelwal, Q Gu, B Norick, J Han
Proceedings of the 7th ACM conference on Recommender systems, 347-350, 2013
832013
Cluscite: Effective citation recommendation by information network-based clustering
X Ren, J Liu, X Yu, U Khandelwal, Q Gu, L Wang, J Han
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
732014
Correlated multi-label feature selection
Q Gu, Z Li, J Han
Proceedings of the 20th ACM international conference on Information and …, 2011
722011
Stochastic gradient descent optimizes over-parameterized deep relu networks
D Zou, Y Cao, D Zhou, Q Gu
arXiv preprint arXiv:1811.08888, 2018
672018
A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression
Y Liu, Q Gu, JP Hou, J Han, J Ma
BMC bioinformatics 15 (1), 37, 2014
562014
Linear discriminant dimensionality reduction
Q Gu, Z Li, J Han
Joint European conference on machine learning and knowledge discovery in …, 2011
562011
Local learning regularized nonnegative matrix factorization
Q Gu, J Zhou
Twenty-First International Joint Conference on Artificial Intelligence, 2009
562009
Low-rank and sparse structure pursuit via alternating minimization
Q Gu, ZW Wang, H Liu
Artificial Intelligence and Statistics, 600-609, 2016
482016
Trustworthiness analysis of sensor data in cyber-physical systems
LA Tang, X Yu, S Kim, Q Gu, J Han, A Leung, T La Porta
Journal of Computer and System Sciences 79 (3), 383-401, 2013
472013
Towards feature selection in network
Q Gu, J Han
Proceedings of the 20th ACM international conference on Information and …, 2011
472011
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