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1

Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD)

Qian, Qi, Jin, Rong, Yi, Jinfeng, Zhang, Lijun, Zhu, Shenghuo

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 1.19 MB

english, 2015

2

High-dimensional model recovery from random sketched data by exploring intrinsic sparsity

Yang, Tianbao, Zhang, Lijun, Lin, Qihang, Zhu, Shenghuo, Jin, Rong

Journal:

Machine Learning

Year:

2020

File:

PDF, 850 KB

2020

3

Detecting communities and their evolutions in dynamic social networks—a

Tianbao Yang, Yun Chi, Shenghuo Zhu, Yihong Gong, Rong Jin

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.71 MB

english, 2011

4

Regret bounded by gradual variation for online convex optimization

Yang, Tianbao, Mahdavi, Mehrdad, Jin, Rong, Zhu, Shenghuo

Journal:

Machine Learning

Year:

2014

Language:

english

File:

PDF, 1.15 MB

english, 2014

5

An efficient primal dual prox method for non-smooth optimization

Yang, Tianbao, Mahdavi, Mehrdad, Jin, Rong, Zhu, Shenghuo

Journal:

Machine Learning

Year:

2015

Language:

english

File:

PDF, 917 KB

english, 2015

6

[IEEE 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Clearwater Beach, FL, USA (2013.01.15-2013.01.17)] 2013 IEEE Workshop on Applications of Computer Vision (WACV) - Image segmentation for large-scale subcategory flower recognition

Angelova, Anelia, Zhu, Shenghuo, Lin, Yuanqing

Year:

2013

Language:

english

File:

PDF, 2.29 MB

english, 2013

7

[IEEE 2013 29th IEEE International Conference on Data Engineering (ICDE 2013) - Brisbane, QLD (2013.4.8-2013.4.12)] 2013 IEEE 29th International Conference on Data Engineering (ICDE) - Predicting query execution time: Are optimizer cost models really unusable?

Wentao Wu,, Yun Chi,, Shenghuo Zhu,, Tatemura, J., Hacigumus, H., Naughton, J. F.

Year:

2013

Language:

english

File:

PDF, 330 KB

english, 2013

8

[ACM Press the 25th annual international ACM SIGIR conference - Tampere, Finland (2002.08.11-2002.08.15)] Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '02 - Document clustering with cluster refinement and model selection capabilities

Liu, Xin, Gong, Yihong, Xu, Wei, Zhu, Shenghuo

Year:

2002

Language:

english

File:

PDF, 192 KB

english, 2002

9

[ACM Press the 28th annual international ACM SIGIR conference - Salvador, Brazil (2005.08.15-2005.08.19)] Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '05 - Multi-labelled classification using maximum entropy method

Zhu, Shenghuo, Ji, Xiang, Xu, Wei, Gong, Yihong

Year:

2005

Language:

english

File:

PDF, 215 KB

english, 2005

10

Dynamic active probing of helpdesk databases

Zhu, Shenghuo, Li, Tao, Chen, Zhiyuan, Wang, Dingding, Gong, Yihong

Journal:

Proceedings of the VLDB Endowment

Year:

2008

Language:

english

File:

PDF, 423 KB

english, 2008

11

[ACM Press Proceeding of the 17th international conference - Beijing, China (2008.04.21-2008.04.25)] Proceeding of the 17th international conference on World Wide Web - WWW '08 - Learning multiple graphs for document recommendations

Zhou, Ding, Zhu, Shenghuo, Yu, Kai, Song, Xiaodan, Tseng, Belle L., Zha, Hongyuan, Giles, C. Lee

Year:

2008

Language:

english

File:

PDF, 235 KB

english, 2008

12

On Data Preconditioning for Regularized Loss Minimization

Yang, Tianbao, Jin, Rong, Zhu, Shenghuo, Lin, Qihang

Journal:

Machine Learning

Year:

2016

Language:

english

File:

PDF, 1.11 MB

english, 2016

13

One-pass AUC optimization

Gao, Wei, Wang, Lu, Jin, Rong, Zhu, Shenghuo, Zhou, Zhi-Hua

Journal:

Artificial Intelligence

Year:

2016

Language:

english

File:

PDF, 1.05 MB

english, 2016

14

A simple homotopy proximal mapping algorithm for compressive sensing

Yang, Tianbao, Zhang, Lijun, Jin, Rong, Zhu, Shenghuo, Zhou, Zhi-Hua

Journal:

Machine Learning

Year:

2018

Language:

english

File:

PDF, 1.19 MB

english, 2018

15

Robust Online Matching with User Arrival Distribution Drift

Zhou, Yu-Hang, Liang, Chen, Li, Nan, Yang, Cheng, Zhu, Shenghuo, Jin, Rong

Journal:

Proceedings of the AAAI Conference on Artificial Intelligence

Year:

2019

File:

PDF, 811 KB

2019

16

Resolution enhancement based on learning the sparse association of image patches

Jinjun Wang, Shenghuo Zhu, Yihong Gong

Journal:

Pattern Recognition Letters

Year:

2010

Language:

english

File:

PDF, 891 KB

english, 2010

17

Using discriminant analysis for multi-class classification: an experimental investigation

Tao Li, Shenghuo Zhu, Mitsunori Ogihara

Journal:

Knowledge and Information Systems

Year:

2006

Language:

english

File:

PDF, 365 KB

english, 2006

18

Community discovery using nonnegative matrix factorization

Fei Wang, Tao Li, Xin Wang, Shenghuo Zhu, Chris Ding

Journal:

Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 1.03 MB

english, 2011

19

Hierarchical document classification using automatically generated hierarchy

Tao Li, Shenghuo Zhu, Mitsunori Ogihara

Journal:

Journal of Intelligent Information Systems

Year:

2007

Language:

english

File:

PDF, 597 KB

english, 2007

20

A survey on wavelet applications in data mining

Li, Tao, Li, Qi, Zhu, Shenghuo, Ogihara, Mitsunori

Journal:

ACM SIGKDD Explorations Newsletter

Year:

2002

Language:

english

File:

PDF, 322 KB

english, 2002

21

[ACM Press the 30th annual international ACM SIGIR conference - Amsterdam, The Netherlands (2007.07.23-2007.07.27)] Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '07 - Combining content and link for classification using matrix factorization

Zhu, Shenghuo, Yu, Kai, Chi, Yun, Gong, Yihong

Year:

2007

Language:

english

File:

PDF, 310 KB

english, 2007

22

Text categorization via generalized discriminant analysis

Tao Li, Shenghuo Zhu, Mitsunori Ogihara

Journal:

Information Processing & Management

Year:

2008

Language:

english

File:

PDF, 268 KB

english, 2008

23

Resolution-invariant coding for continuous image super-resolution

Jinjun Wang, Shenghuo Zhu

Journal:

Year:

2012

Language:

english

File:

PDF, 1.67 MB

english, 2012

24

[ACM Press the 13th ACM SIGKDD international conference - San Jose, California, USA (2007.08.12-2007.08.15)] Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '07 - Structural and temporal analysis of the blogosphere through community factorization

Chi, Yun, Zhu, Shenghuo, Song, Xiaodan, Tatemura, Junichi, Tseng, Belle L.

Year:

2007

Language:

english

File:

PDF, 1.71 MB

english, 2007

25

[ACM Press the 17th ACM SIGKDD international conference - San Diego, California, USA (2011.08.21-2011.08.24)] Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 - Combining file content and file relations for cloud based malware detection

Ye, Yanfang, Li, Tao, Zhu, Shenghuo, Zhuang, Weiwei, Tas, Egemen, Gupta, Umesh, Abdulhayoglu, Melih

Year:

2011

Language:

english

File:

PDF, 4.29 MB

english, 2011

26

iHelp: An Intelligent Online Helpdesk System

Dingding Wang, Tao Li, Shenghuo Zhu, Yihong Gong

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2011

Language:

english

File:

PDF, 755 KB

english, 2011

27

SumView: A Web-based engine for summarizing product reviews and customer opinions

Wang, Dingding, Zhu, Shenghuo, Li, Tao

Journal:

Expert Systems with Applications

Year:

2013

Language:

english

File:

PDF, 594 KB

english, 2013

28

[IEEE 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Colorado Springs, CO, USA (2011.06.20-2011.06.25)] CVPR 2011 - Large-scale image classification: Fast feature extraction and SVM training

Lin, Yuanqing, Lv, Fengjun, Zhu, Shenghuo, Yang, Ming, Cour, Timothee, Yu, Kai, Cao, Liangliang, Huang, Thomas

Year:

2011

Language:

english

File:

PDF, 2.43 MB

english, 2011

29

[IEEE 2011 IEEE International Conference on Data Engineering (ICDE 2011) - Hannover, Germany (2011.04.11-2011.04.16)] 2011 IEEE 27th International Conference on Data Engineering - Intelligent management of virtualized resources for database systems in cloud environment

Xiong, Pengcheng, Chi, Yun, Zhu, Shenghuo, Moon, Hyun Jin, Pu, Calton, Hacigumus, Hakan

Year:

2011

Language:

english

File:

PDF, 1.05 MB

english, 2011

30

[ACM Press the 31st annual international ACM SIGIR conference - Singapore, Singapore (2008.07.20-2008.07.24)] Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval - SIGIR '08 - Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization

Wang, Dingding, Li, Tao, Zhu, Shenghuo, Ding, Chris

Year:

2008

Language:

english

File:

PDF, 480 KB

english, 2008

31

Analyzing communities and their evolutions in dynamic social networks

Lin, Yu-Ru, Chi, Yun, Zhu, Shenghuo, Sundaram, Hari, Tseng, Belle L.

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2009

Language:

english

File:

PDF, 1.22 MB

english, 2009

32

Integrating Document Clustering and Multidocument Summarization

Wang, Dingding, Zhu, Shenghuo, Li, Tao, Chi, Yun, Gong, Yihong

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2011

Language:

english

File:

PDF, 334 KB

english, 2011

33

FacetCube: a general framework for non-negative tensor factorization

Chi, Yun, Zhu, Shenghuo

Journal:

Knowledge and Information Systems

Year:

2013

Language:

english

File:

PDF, 1.02 MB

english, 2013

34

A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks

Zhen Guo,, Zhongfei Zhang,, Shenghuo Zhu,, Yun Chi,, Yihong Gong,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2014

Language:

english

File:

PDF, 2.09 MB

english, 2014

35

Comparative Document Summarization via Discriminative Sentence Selection

Wang, Dingding, Zhu, Shenghuo, Li, Tao, Gong, Yihong

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2013

Language:

english

File:

PDF, 353 KB

english, 2013

36

Random Projections for Classification: A Recovery Approach

Zhang, Lijun, Mahdavi, Mehrdad, Jin, Rong, Yang, Tianbao, Zhu, Shenghuo

Journal:

IEEE Transactions on Information Theory

Year:

2014

Language:

english

File:

PDF, 459 KB

english, 2014

37

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Integrating Features from Different Sources for Music Information Retrieval

Li, Tao, Ogihara, Mitsunori, Zhu, Shenghuo

Year:

2006

Language:

english

File:

PDF, 250 KB

english, 2006

38

[IEEE 2009 Ninth IEEE International Conference on Data Mining (ICDM) - Miami Beach, FL, USA (2009.12.6-2009.12.9)] 2009 Ninth IEEE International Conference on Data Mining - Knowledge Discovery from Citation Networks

Guo, Zhen, Zhang, Zhongfei, Zhu, Shenghuo, Chi, Yun, Gong, Yihong

Year:

2009

Language:

english

File:

PDF, 268 KB

english, 2009

39

Driving Safety Monitoring Using Semisupervised Learning on Time Series Data

Wang, Jinjun, Zhu, Shenghuo, Gong, Yihong

Journal:

IEEE Transactions on Intelligent Transportation Systems

Year:

2010

Language:

english

File:

PDF, 1.53 MB

english, 2010

40

iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data

Yun Chi,, Shenghuo Zhu,, Hino, K., Yihong Gong,, Yi Zhang,

Journal:

IEEE Transactions on Multimedia

Year:

2009

Language:

english

File:

PDF, 1.04 MB

english, 2009

41

Feature Selection for Gene Expression Using Model-Based Entropy

Shenghuo Zhu,, Dingding Wang,, Kai Yu,, Tao Li,, Yihong Gong,

Journal:

IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year:

2010

Language:

english

File:

PDF, 2.02 MB

english, 2010

42

[IEEE Multimedia and Expo, 2007 IEEE International Conference on - Beijing, China (2007.07.2-2007.07.5)] Multimedia and Expo, 2007 IEEE International Conference on - Efficient Video Object Segmentation by Graph-Cut

Wang, Jinjun, Xu, Wei, Zhu, Shenghuo, Gong, Yihong

Year:

2007

Language:

english

File:

PDF, 384 KB

english, 2007

43

Music Clustering With Features From Different Information Sources

Tao Li,, Ogihara, M., Wei Peng,, Bo Shao,, Shenghuo Zhu,

Journal:

IEEE Transactions on Multimedia

Year:

2009

Language:

english

File:

PDF, 631 KB

english, 2009

44

[IEEE 2013 IEEE International Conference on Computer Vision (ICCV) - Sydney, Australia (2013.12.1-2013.12.8)] 2013 IEEE International Conference on Computer Vision - Regionlets for Generic Object Detection

Wang, Xiaoyu, Yang, Ming, Zhu, Shenghuo, Lin, Yuanqing

Year:

2013

Language:

english

File:

PDF, 492 KB

english, 2013

45

[IEEE 2010 20th International Conference on Pattern Recognition (ICPR) - Istanbul, Turkey (2010.08.23-2010.08.26)] 2010 20th International Conference on Pattern Recognition - Unsupervised Learning from Linked Documents

Guo, Zhen, Zhu, Shenghuo, Chi, Yun, Zhang, Zhongfei, Gong, Yihong

Year:

2010

Language:

english

File:

PDF, 467 KB

english, 2010

46

[IEEE 2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) - Portland, OR, USA (2013.06.23-2013.06.28)] 2013 IEEE Conference on Computer Vision and Pattern Recognition - Efficient Object Detection and Segmentation for Fine-Grained Recognition

Angelova, Anelia, Zhu, Shenghuo

Year:

2013

Language:

english

File:

PDF, 3.26 MB

english, 2013

47

[IEEE 2006 5th International Conference on Machine Learning and Applications (ICMLA'06) - Orlando, FL, USA (2006.12.14-2006.12.14)] 2006 5th International Conference on Machine Learning and Applications (ICMLA'06) - Trend Analysis for Large Document Streams

Zhang, Chengliang, Zhu, Shenghuo, Gong, Yihong

Year:

2006

Language:

english

File:

PDF, 2.36 MB

english, 2006

48

[IEEE 2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW 2013) - Brisbane, QLD (2013.4.8-2013.4.12)] 2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW) - Packing light: Portable workload performance prediction for the cloud

Duggan, J., Yun Chi,, Hacigumus, H., Shenghuo Zhu,, Cetintemel, U.

Year:

2013

Language:

english

File:

PDF, 625 KB

english, 2013

49

[IEEE Comput. Soc Fourth IEEE International Conference on Multimodal Interfaces - Pittsburgh, PA, USA (14-16 Oct. 2002)] Proceedings. Fourth IEEE International Conference on Multimodal Interfaces - Attentional object spotting by integrating multimodal input

Chen Yu,, Ballard, D.H., Shenghuo Zhu,

Year:

2002

Language:

english

File:

PDF, 431 KB

english, 2002

50

[IEEE ICAR '05. , 12th International Conference on Advanced Robotics, 2005. - Seatle, WA, USA (July 18-20, 2005)] ICAR '05. Proceedings., 12th International Conference on Advanced Robotics, 2005. - Minimizing data exchange in ad hoc multi-robot networks

Weihua Sheng,, Qizhi Wang,, Qingyan Yang,, Shenghuo Zhu,

Year:

2005

Language:

english

File:

PDF, 596 KB

english, 2005