Zibin Zheng (Ben)

Selected Publications

  1. Zibin Zheng and Michael R. Lyu, “QoS Management of Web Services,” Springer Verlag, 2013.

    Zibin Zheng, …
    QoS Management…
    ISBN 978-3-642-34206-6


  2. [TII]: Zibin Zheng, Yatao Yang, Xiangdong Niu, Hongning Dai, Yuren Zhou, “Wide & Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids”, IEEE Transactions on Industrial Informatics, accepted.

  3. [TOSEM]: Yi Xiang, Yuren Zhou, Zibin Zheng, Miqing Li, “Configuring Software Product Lines by Combining Many-objective Optimization and SAT Solvers”, ACM Transactions on Software Engineering and Methodology, accepted.

  4. [TR]: Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu, “MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs”, IEEE Transactions on Reliability, accepted.

  5. [TSC]: Xiaoliang Fan, Yakun Hu, Zibin Zheng,Patrick Brézillon,and Wenbo Chen, “CASRTSE:Context-aware Web Services Recommendation for Modeling Weighted Temporal-Spatial Effectiveness”, IEEE Transactions on Services Computing, accepted.

  6. [TPDS]: Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization”, IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 10, pp. 2911-2924.

  7. [TAAS]: Hongbign Wang, Xin Chen, Qin Wu, Qi Yu, Xingguo Hu, Zibin Zheng, Athman Bouguettaya, “Integrating Reinforcement Learning with Multi-Agent Techniques for Adap-tive Service Composition”, ACM Transactions on Autonomous and Adaptive Systems, vol. 12, no. 2, 2017, pp. 8:1-8:42.

  8. [TPDS]: Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization”, IEEE Transactions on Parallel and Distributed Systems, vol. pp, no. 99, pp. 1-1.

  9. [TSE]: Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, and Michael R. Lyu, “Online Reliability Prediction via Motifs-based Dynamic Bayesian Networks for Service-Oriented Systems”, IEEE Transactions on Software Engineering, vol. 43, no. 6, 2016, pp. 556-579.

  10. [TNSM]: Mingdong Tang, Zibin Zheng, Guosheng Kang, Jianxun Liu,Yatao Yang, Tingting Zhang, “Collaborative Web Service Quality Prediction via Exploiting Matrix Factorization and Network Map”, IEEE Transactions on Network and Service Management, vol. 13, no. 1, 2016, pp. 126-137.

  11. [TSC]: Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, “Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization”, IEEE Transactions on Services Computing, vol. pp, no. 99, 2016, pp. 1-13.

  12. [TSC]: Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, and Michael R. Lyu, “A Data Set for User Request Trace-Oriented Monitoring and its Applications”, IEEE Transactions on Services Computing, vol. pp, no. 99, 2015, pp. 1-14.

  13. [TR]: Jianlong Xu, Zibin Zheng, Michael R. Lyu, “Web Service Personalized Quality-of-Service Prediction via Reputation-based Matrix Factorization”, IEEE Transactions on Reliability, vol. 65, no.1, pp.1169-1181, 2016.

  14. [TSC]: Jianxun Liu, Mingdong Tang, Zibin Zheng, Xiaoqing (Frank) Liu, Saixia Lyu, “Location-Aware and Personalized Collaborative Filtering for Web Service Recommendation”, IEEE Transactions on Services Computing, vol. 9, no. 5, 2015, pp. 686-699.

  15. [TWeb]: Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, and Michael R. Lyu, “A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation,” ACM Transactions on the Web, vol. 10, no. 1, 2016, pp. 7:1-7:25.

  16. [TCC]: Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, and Fangchun Yang, “On Cloud Service Reliability Enhancement with Optimal Resource Usage”, IEEE Transactions on Cloud Computing , vol. 4, no. 4, 2014, pp. 452-466.

  17. [TSC]: Shangguang Wang, Zibin Zheng, Qibo Sun, Hua Zou, and Fangchun Yang, “Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems”, IEEE Transactions on Services Computing, vol. 8, no.5, 2015, pp. 755-767.

  18. [TCYB]: Jiahai Wang, Ying Zhou, Yong Wang, Jun Zhang, C. L. P. Chen, Zibin Zheng, “Multiobjective Vehicle Routing Problems With Simultaneous Delivery and Pickup and Time Windows: Formulation, Instances, and Algorithms”, IEEE Transactions on Cybernetics, vol. PP, no. 1, 2015, pp. 1-13.

  19. [TC]: Zibin Zheng and Michael R. Lyu, “Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints”, IEEE Transactions on Computer , vol. 64, no. 1, 2015, pp. 219-232.

  20. [TPDS]: Xi Chen, Zibin Zheng, Qi Yu, and Michael R. Lyu, “Web Service Recommendation via Exploiting Location and QoS Information”, IEEE Transactions on Parallel and Distributed Systems, vol. 25, no. 7, 2014, pp. 1913-1924.

  21. [TSMC]: Yilei Zhang, Zibin Zheng, and Michael R. Lyu, “An Online Performance Prediction Framework for Service-Oriented Systems”, IEEE Transactions on System, Man, and Cybernetics, Part A, vol. 44, no. 9, 2014, pp. 1169-1181.

  22. [TSC]: Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, and Michael R. Lyu, “Reliability-Based Design Optimization for Cloud Migration”, IEEE Transactions on Services Computing , vol. 7, no. 2, 2014, pp. 223-236.

  23. [TSC]: Zibin Zheng, Yilei Zhang, and Michael R. Lyu, “Investigating QoS of Real-World Web Services”, IEEE Transactions on Services Computing , vol.7, no.1, 2014, pp.32-39.

  24. [TPDS]: Zibin Zheng, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, and Jianmin Wang, “QoS Ranking Prediction for Cloud Services”, IEEE Transactions on Parallel and Distributed Systems, vol. 24, no. 6, June 2013, pp. 1213-1222.

  25. [TSC]: Huifeng Sun, Zibin Zheng, Junliang Chen, and Michael R. Lyu, “Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering”, IEEE Transactions on Services Computing, vol. 6, no. 4, 2013, pp. 573-579.

  26. [TSMC]: Jian Wu, Liang Chen, Yipeng Feng, Zibin Zheng, Mengchu Zhou, and Zhaohui Wu, “Predicting QoS for Service Selection by Neighborhood-based Collaborative Filtering”, IEEE Transactions on System, Man, and Cybernetics, Part A, vol. 43, no. 2, 2013, pp. 428-439.

  27. [TSC]: Zibin Zheng, Hao Ma, Michael R. Lyu, and Irwin King, “Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization”, IEEE Transactions on Services Computing, vol. 6, no. 3, July-Sept. 2013, pp. 289-299.

  28. [TOSEM]: Zibin Zheng and Michael R. Lyu, “Personalized Reliability Prediction of Web Services”, ACM Transactions on Software Engineering and Methodology, vol. 22, no. 2, 2013, pp. 1-28.

  29. [TSC]: Xi Chen, Zibin Zheng, Xudong Liu, Zicheng Huang, Hailong Sun, “Personalized QoS-aware Web Service Recommendation and Visualization”, IEEE Transactions on Services Computing, vol. 6, no. 1, 2013, pp. 35-47.

  30. [TSC]: Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, and Irwin King, “Component Ranking for Fault-Tolerant Cloud Applications,” IEEE Transactions on Services Computing, vol. 5, no. 4, 2012, pp. 540-550.

  31. [TSC]: Zibin Zheng, Hao Ma, Michael R. Lyu, and Irwin King “QoS-Aware Web Service Recommendation by Collaborative Filtering”, IEEE Transactions on Services Computing, vol.4, no.2, 2011, pp. 140-152.

  32. [ICWS]: Zibin Zheng, Yilei Zhang, and Michael R. Lyu, “Distributed QoS Evaluation for Real-World Web Services,” in Proc. 8th International Conference on Web Services, Miami, Florida, USA, July 5-10, 2010, pp. 83-90.
    [Acceptance Rate: 39/221=17.6%, Best Student Paper Award]

  33. [ICSE]: Zibin Zheng, Michael R. Lyu, “Collaborative Reliability Prediction for Service-Oriented Systems”, in Proc. 32nd ACM/IEEE International Conference on Software Engineering, Cape Town, South Africa, May 2-8, 2010, pp. 35-44.
    [Acceptance Rate: 52/380=13.7%, ACM SIGSOFT Distinguished Paper Award]


Professional Activities

Founding Chair

  • Services Society Young Scientists Forum (China)

Associate Editor-in-Chief

Editorial Board Member

  • The Scientific World Journal
  • International Journal of Business Process Integration and Management (IJBPIM)
  • International Journal on Advances in Networks and Services

Guest Editor

  • International Journal of Web Service Research (JWSR) Special Issue on Big Data and Services

General Co-Chair

PC Co-Chair

Workshop Chair

Publicity Chair

Demo and Poster Chair

Chair of Special Tracks

Program Committee Member

  • IEEE International Conference on Web Services (ICWS), 2013, 2014, 2015, 2016,2017
  • International Conference on Service Oriented Computing (ICSOC), 2012, 2013, 2016,2017
  • IEEE International Conference on Service Computing (SCC) 2011, 2012, 2013, 2015, 2016,2017
  • IEEE International Congress on Big Data, 2014, 2015, 2016
  • IEEE International Conference on Cloud Computing (CLOUD) 2009, 2010
  • IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2013, 2014, 2016
  • IEEE Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing (ISORC), 2015
  • IEEE 12th World Congress on Services, 2016
  • IEEE International Symposium on Service Oriented System Engineering (SOSE), 2013
  • International Conference on Cloud and Green Computing (CGC) 2011,2012
  • IEEE International Conference on Data Science and Data Intensive Systems (DSDIS), 2015
  • International Conference on Advanced Data Mining and Applications (ADMA), 2013
  • International Conf. on Cloud Computing, GRIDs and Virtualization 2010 - 2015
  • International Conference on Services Science (ICSS), 2015
  • International Conference on Mobile Web and Intelligent Information Systems (MobiWis), 2015
  • IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), 2015
  • IEEE International Workshop on Dependable and Secure Services (DSS), 2014
  • International Workshop on Sensor Data Processing and Integration (SDPI), 2013
  • International Workshop on Personalization in Cloud and Service Computing (PCS), 2013, 2014
  • IEEE International Workshop on Internet-based Virtual Computing Environment(IVCE) 2012, 2014, 2015
  • International Workshop on Analytics Services on the Cloud (ASC), 2013
  • International Workshop on Mobile Cloud Computing Technologies and Applications 2011,2012
  • International Workshop on Cloud Computing, Services and Interoperability (CCSI), 2013
  • International Symposium on Fog and Edge Computing (ISFEC), 2017
  • IEEE International Conference on Bigdata and Cloud Computing (BDCloud), 2014
  • Australasian Web Conference (AWC), 2013, 2014
  • Asia-Pacific Services Computing Conference (APSCC), 2014
  • CCF National Conference on Services Computing (NCSC), 2014
  • China Business Process Management Conference (CBPM), 2015

Honors & Awards

  • [2016] IEEE Senior Member
  • [2016] Young Pearl River Scholar
  • [2015] ACM China Rising Star Nomination Award
  • [2015] ACM Guangzhou Rising Star Award
  • [2014] Outstanding Leadership Award, IOV'14
  • [2013] CUHK Young Scholars Dissertation Award (At most 3 Recipients per year at CUHK)
  • [2012] Merit Increment Under Performance-linked Reward Scheme, CUHK
  • [2011] Outstanding Thesis Award, Faculty of Engineering, The Chinese University of Hong Kong (One recipient per year)
  • [2011] Research Fellowship, The Chinese University of Hong Kong
  • [2010] IBM Ph.D. Fellowship, 2010-2011
  • [2010] First Runner-up Award, IEEE HK Postgraduate Student Research Paper Competition 2010
  • [2010] Best Student Paper Award, ICWS'10 (Top 1%)
  • [2010] ACM SIGSOFT Distinguished Paper Award, ICSE'10 (Top 1.3%)
  • [2009] Best Paper Award Nomination, Invited for Journal Publication, ICWS2009 (Top 2%)
  • [2008] Best Paper Award Nomination, Invited for Journal Publication, ICWS2008 (Top 2%)
  • [2008] Best Papers Invited for Journal Publication, ISSRE'08 (4/116=Top 3.5%)
  • [2010] Biography included in 2010 Marquis Who’s Who in the world
  • [2009] Biography included in the 2000 Outstanding Scientists, IBC, England



 
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