Shenghuo Zhu - Publications, H-index & Citations

Shenghuo Zhu

nec corporation

48H指数

197论文数

9.5K被引数

收录论文 20

发表时间

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

MACHINE LEARNING

IF2.9

2020-01-07

OAAI

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

A simple homotopy proximal mapping algorithm for compressive sensing

MACHINE LEARNING

IF2.9

2018-11-16

OAAI

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

One-pass AUC optimization

artificial intelligence review

IF4.6

2016-07-01

OAAI

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

On Data Preconditioning for Regularized Loss Minimization

MACHINE LEARNING

IF2.9

2015-10-20

OAAI

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

SmartSLA: Cost-Sensitive Management of Virtualized Resources for CPU-Bound Database Services SmartSLA: 针对绑定CPU的数据库服务的虚拟化资源的成本敏感型管理

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

IF6

2015-05-01

PREAI

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

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

MACHINE LEARNING

IF2.9

2014-07-09

OAAI

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

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

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2014-04-01

PREAI

Guo, Zhen; Zhang, Zhongfei (Mark); Zhu, Shenghuo; Chi, Yun; Gong, Yihong

An efficient primal dual prox method for non-smooth optimization

MACHINE LEARNING

IF2.9

2014-03-21

OAAI

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

Regret bounded by gradual variation for online convex optimization

MACHINE LEARNING

IF2.9

2013-10-08

PREAI

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

Comparative Document Summarization via Discriminative Sentence Selection

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2013-03-01

PREAI

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

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

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2013-01-01

PREAI

Wang, Dingding; Zhu, Shenghuo; Li, Tao

Comparative Document Summarization via Discriminative Sentence Selection

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2012-10-29

PREAI

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

Integrating Document Clustering and Multidocument Summarization

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2011-08-01

PREAI

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

Detecting communities and their evolutions in dynamic social networks-a Bayesian approach

MACHINE LEARNING

IF2.9

2010-09-25

239

OAAI

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

Driving Safety Monitoring Using Semisupervised Learning on Time Series Data 基于时间序列数据的半监督学习驾驶安全监控

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2010-09-01

PREAI

Wang, Jinjun; Zhu, Shenghuo; Gong, Yihong

Resolution enhancement based on learning the sparse association of image patches

PATTERN RECOGNITION LETTERS

IF3.3

2010-01-01

PREAI

Wang, Jinjun; Zhu, Shenghuo; Gong, Yihong

Feature Selection for Gene Expression Using Model-Based Entropy

IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS

IF3.4

2010-01-01

OAAI

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

Analyzing Communities and Their Evolutions in Dynamic Social Networks

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

IF4.8

2009-04-21

240

PREAI

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

Music Clustering With Features From Different Information Sources

IEEE TRANSACTIONS ON MULTIMEDIA

IF9.7

2009-04-01

PREAI

Li, Tao; Ogihara, Mitsunori; Peng, Wei; Shao, Bo; Zhu, Shenghuo

Text categorization via generalized discriminant analysis

INFORMATION PROCESSING & MANAGEMENT

IF6.9

2008-09-01

PREAI

Li, Tao; Zhu, Shenghuo; Ogihara, Mitsunori

研究方向