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Shenghuo Zhu (朱胜火）
Shenghuo Zhu (朱胜火）
Aibee
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Titlu
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Parallel restarted SGD with faster convergence and less communication: Demystifying why model averaging works for deep learning
H Yu, S Yang, S Zhu
Proceedings of the AAAI conference on artificial intelligence 33 (01), 5693-5700, 2019
676*2019
Facetnet: a framework for analyzing communities and their evolutions in dynamic networks
YR Lin, Y Chi, S Zhu, H Sundaram, BL Tseng
Proceedings of the 17th international conference on World Wide Web, 685-694, 2008
5862008
Large-scale image classification: Fast feature extraction and SVM training
Y Lin, F Lv, S Zhu, M Yang, T Cour, K Yu, L Cao, T Huang
CVPR 2011, 1689-1696, 2011
5692011
Regionlets for generic object detection
X Wang, M Yang, S Zhu, Y Lin
Proceedings of the IEEE international conference on computer vision, 17-24, 2013
5442013
Community discovery using nonnegative matrix factorization
F Wang, T Li, X Wang, S Zhu, C Ding
Data Mining and Knowledge Discovery 22, 493-521, 2011
4932011
Combining link and content for community detection: a discriminative approach
T Yang, R Jin, Y Chi, S Zhu
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
4532009
Detecting communities and their evolutions in dynamic social networks—a Bayesian approach
T Yang, Y Chi, S Zhu, Y Gong, R Jin
Machine learning 82, 157-189, 2011
4082011
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization
D Wang, T Li, S Zhu, C Ding
Proceedings of the 31st annual international ACM SIGIR conference on …, 2008
3942008
Using discriminant analysis for multi-class classification: an experimental investigation
T Li, S Zhu, M Ogihara
Knowledge and information systems 10, 453-472, 2006
3902006
Extremely low bit neural network: Squeeze the last bit out with admm
C Leng, Z Dou, H Li, S Zhu, R Jin
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
3872018
Analyzing communities and their evolutions in dynamic social networks
YR Lin, Y Chi, S Zhu, H Sundaram, BL Tseng
ACM Transactions on Knowledge Discovery from Data (TKDD) 3 (2), 1-31, 2009
3752009
A survey on wavelet applications in data mining
T Li, Q Li, S Zhu, M Ogihara
ACM SIGKDD Explorations Newsletter 4 (2), 49-68, 2002
3562002
Combining content and link for classification using matrix factorization
S Zhu, K Yu, Y Chi, Y Gong
Proceedings of the 30th annual international ACM SIGIR conference on …, 2007
3382007
Multi-labelled classification using maximum entropy method
S Zhu, X Ji, W Xu, Y Gong
Proceedings of the 28th annual international ACM SIGIR conference on …, 2005
3062005
Efficient object detection and segmentation for fine-grained recognition
A Angelova, S Zhu
Proceedings of the IEEE conference on computer vision and pattern …, 2013
2852013
Predicting query execution time: Are optimizer cost models really unusable?
W Wu, Y Chi, S Zhu, J Tatemura, H Hacigümüs, JF Naughton
2013 IEEE 29th International Conference on Data Engineering (ICDE), 1081-1092, 2013
2542013
Online optimization with gradual variations
CK Chiang, T Yang, CJ Lee, M Mahdavi, CJ Lu, R Jin, S Zhu
Conference on Learning Theory, 6.1-6.20, 2012
2542012
Contextual weighting for vocabulary tree based image retrieval
X Wang, M Yang, T Cour, S Zhu, K Yu, TX Han
2011 International conference on computer vision, 209-216, 2011
2392011
Multi-document summarization using sentence-based topic models
D Wang, S Zhu, T Li, Y Gong
Proceedings of the ACL-IJCNLP 2009 conference short papers, 297-300, 2009
2362009
Fast nonparametric matrix factorization for large-scale collaborative filtering
K Yu, S Zhu, J Lafferty, Y Gong
Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009
2342009
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