Shenghuo Zhu
According to our database1,
Shenghuo Zhu
authored at least 136 papers
between 2002 and 2020.
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Bibliography
2020
High-dimensional model recovery from random sketched data by exploring intrinsic sparsity.
Mach. Learn., 2020
2019
Mach. Learn., 2019
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Robust Gaussian Process Regression for Real-Time High Precision GPS Signal Enhancement.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018
Parallel Restarted SGD for Non-Convex Optimization with Faster Convergence and Less Communication.
CoRR, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the Interspeech 2017, 2017
2016
2015
SmartSLA: Cost-Sensitive Management of Virtualized Resources for CPU-Bound Database Services.
IEEE Trans. Parallel Distributed Syst., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD).
Mach. Learn., 2015
CoRR, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Encyclopedia of Social Network Analysis and Mining, 2014
IEEE Trans. Knowl. Data Eng., 2014
IEEE Trans. Inf. Theory, 2014
Mach. Learn., 2014
An Integrated Framework for High Dimensional Distance Metric Learning and Its Application to Fine-Grained Visual Categorization.
CoRR, 2014
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014
Efficient Low-Rank Stochastic Gradient Descent Methods for Solving Semidefinite Programs.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014
2013
ACM Trans. Knowl. Discov. Data, 2013
Knowl. Inf. Syst., 2013
Expert Syst. Appl., 2013
Stochastic gradient descent algorithms for strongly convex functions at O(1/T) convergence rates
CoRR, 2013
CoRR, 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Proceedings of the 30th International Conference on Machine Learning, 2013
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the Workshops Proceedings of the 29th IEEE International Conference on Data Engineering, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the COLT 2013, 2013
2012
Neurocomputing, 2012
Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval
CoRR, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
2011
IEEE Trans. Syst. Man Cybern. Part B, 2011
ACM Trans. Knowl. Discov. Data, 2011
Detecting communities and their evolutions in dynamic social networks - a Bayesian approach.
Mach. Learn., 2011
Data Min. Knowl. Discov., 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Intelligent management of virtualized resources for database systems in cloud environment.
Proceedings of the 27th International Conference on Data Engineering, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
ActiveSLA: a profit-oriented admission control framework for database-as-a-service providers.
Proceedings of the ACM Symposium on Cloud Computing in conjunction with SOSP 2011, 2011
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011
2010
IEEE Trans. Intell. Transp. Syst., 2010
IEEE ACM Trans. Comput. Biol. Bioinform., 2010
Pattern Recognit. Lett., 2010
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
FacetCube: a framework of incorporating prior knowledge into non-negative tensor factorization.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
2009
IEEE Trans. Multim., 2009
iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data.
IEEE Trans. Multim., 2009
ACM Trans. Knowl. Discov. Data, 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the UAI 2009, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009
A Bayesian Approach Toward Finding Communities and Their Evolutions in Dynamic Social Networks.
Proceedings of the SIAM International Conference on Data Mining, 2009
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the ACL 2009, 2009
2008
SIGKDD Explor., 2008
Inf. Process. Manag., 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Facetnet: a framework for analyzing communities and their evolutions in dynamic networks.
Proceedings of the 17th International Conference on World Wide Web, 2008
Non-greedy active learning for text categorization using convex transductive experimental design.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization.
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the 16th International Conference on Multimedia 2008, 2008
Integrating clustering and multi-document summarization to improve document understanding.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
Probabilistic polyadic factorization and its application to personalized recommendation.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008
2007
J. Intell. Inf. Syst., 2007
Proceedings of the User Modeling 2007, 11th International Conference, 2007
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the First International Conference on Weblogs and Social Media, 2007
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007
2006
Using discriminant analysis for multi-class classification: an experimental investigation.
Knowl. Inf. Syst., 2006
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
2005
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005
Efficient map synchronization in ad hoc mobile robot networks for environment exploration.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005
2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
2003
Intell. Data Anal., 2003
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
A Framework of Individually-Focused Teleconferencing (IFT) via an Efficient 3D Reprojection Technique.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, 2003
2002
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002
Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing.
Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002
Proceedings of the Data Warehousing and Knowledge Discovery, 4th International Conference, 2002