Dong Sheng Li  Dong Sheng Li photo       

contact information

Research Scientist, IBM Sales Science
Shanghai, China
  +86dash021dash60924424

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Professional Associations

Professional Associations:  ACM  |  IEEE

more information

More information:  Personal Website


2017

Fault Prediction and Diagnosis of Wind Turbine Generators Using SCADA Data
Yingying Zhao, Dongsheng Li, Ao Dong, Dahai Kang, Qin Lv, Li Shang
Energies 10(8), 1210, Multidisciplinary Digital Publishing Institute, 2017

GreedyBoost: An Accurate, Efficient and Flexible Ensemble Method for B2B Recommendations
Weipeng Zhang, Tobias Enders, Dongsheng Li
Proceedings of the 50th Hawaii International Conference on System Sciences, 2017

ERMMA: Expected Risk Minimization for Matrix Approximation-based Recommender Systems.
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Stephen M Chu, Hongyuan Zha
The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), 2017

Efficient privacy-preserving content recommendation for online social communities
Dongsheng Li, Qin Lv, Li Shang, Ning Gu
Neurocomputing219, 440--454, Elsevier, 2017

GLOMA: Embedding Global Information in Local Matrix Approximation Models for Collaborative Filtering.
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Li Shang, Stephen M Chu
The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17), 2017


2016

MPMA: Mixture Probabilistic Matrix Approximation for Collaborative Filtering
Chao Chen, Dongsheng Li, Qin Lv, Junchi Yan, Stephen M Chu, Li Shang
The 2016 International Joint Conference on Artificial Intelligence

Low-rank matrix approximation with stability
Dongsheng Li, Chao Chen, Qin Lv, Junchi Yan, Li Shang, Stephen Chu
International Conference on Machine Learning, pp. 295--303, 2016

An algorithm for efficient privacy-preserving item-based collaborative filtering
Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Yingying Zhao, Tun Lu, Ning Gu
Future Generation Computer Systems55, 311--320, Elsevier, 2016

Fault prognosis of wind turbine generator using SCADA data
Yingying Zhao, Dongsheng Li, Ao Dong, Jiajia Lin, Dahai Kang, Li Shang
North American Power Symposium (NAPS), 2016, pp. 1--6

SalesExplorer: Exploring sales opportunities from white-space customers in the enterprise market
Dongsheng Li, Yaoping Ruan, Qin Lv, Li Shang
Knowledge-Based Systems113, 51--60, Elsevier, 2016


2015

WEMAREC: Accurate and scalable recommendation through weighted and ensemble matrix approximation
Chao Chen, Dongsheng Li, Yingying Zhao, Qin Lv, Li Shang
Proceedings of the 38th international ACM SIGIR conference on research and development in information retrieval, pp. 303--312, 2015


2014

Item-based top-N recommendation resilient to aggregated information revelation
Dongsheng Li, Qin Lv, Li Shang, Ning Gu
Knowledge-Based Systems67, 290--304, Elsevier, 2014


2013

AOPUT: A recommendation framework based on social activities and content interests
Yingying Deng, Tun Lu, Huanhuan Xia, Dongsheng Li, Tiejiang Liu, Xianghua Ding, Ning Gu
Computer Supported Cooperative Work in Design (CSCWD), 2013 IEEE 17th International Conference on, pp. 545--550

Lifetime cost optimized wind power control using hybrid energy storage system
Dongsheng Li, Fenglong Lu, Qin Lv, Li Shang
North American Power Symposium (NAPS), 2013, pp. 1--6


2012

Interest-based real-time content recommendation in online social communities
Dongsheng Li, Qin Lv, Xing Xie, Li Shang, Huanhuan Xia, Tun Lu, Ning Gu
Knowledge-Based Systems28, 1--12, Elsevier, 2012


2011

YANA: an efficient privacy-preserving recommender system for online social communities
Dongsheng Li, Qin Lv, Li Shang, Ning Gu
Proceedings of the 20th ACM international conference on Information and knowledge management, pp. 2269--2272, 2011

Pistis: A privacy-preserving content recommender system for online social communities
Dongsheng Li, Qin Lv, Huanhuan Xia, Li Shang, Tun Lu, Ning Gu
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2011 IEEE/WIC/ACM International Conference on, pp. 79--86


2010

Towards efficient content management in online social communities¡ªA study of user interest and context
Xing Xie, Dongsheng Li, Huanhuan Xia
Advanced Information Management and Service (IMS), 2010 6th International Conference on, pp. 199--204


2009

Development of a database system for mapping insertional mutations onto the mouse genome with large-scale experimental data
Wenwei Yang, Ke Jin, Xing Xie, Dongsheng Li, Jigang Yang, Li Wang, Ning Gu, Yang Zhong, Ling V Sun
BMC genomics 10(3), S7, BioMed Central, 2009