Zibin Zheng (Ben)

Selected Publications

  1. [AAAI]: Zitai Chen, Chuan Chen*, Zibin Zheng, Yi Zhu (Meitu), “Tensor Decomposition for Multilayer Networks Clustering” , AAAI (accept)

  2. [infocom]: Weili Chen, Jun Wu, Zibin Zheng, Chuan Chen, Yuren Zhou , “Market Manipulation of Bitcoin: Evidence from Mining the Mt. Gox Transaction Network” , INFOCOM (accept)

  3. [TSC]: Yatao Yang, Zibin Zheng, Xiangdong Niu, Mingdong Tang, Yutong Lu, and Xiangke Liao, “A Location-Based Factorization Machine Model for Web Service QoS Prediction” ,IEEE Transactions on Services Computing, 2018.

  4. [Neurocomputing]: Rui Li, anghua Ye, Shaoan Xie, Chuan Chen, Zibin Zheng, “Digging into It: Community Detection via Hidden Attributes Analysis” , Neurocomputing, 2018.

  5. [WWW]: Weili Chen, Zibin Zheng, Jiahui Cui, Edith Ngai, Peilin Zheng, Yuren Zhou, “Detecting Ponzi Schemes on Ethereum: Towards Healthier Blockchain Technology” , Proceedings of the 2018 World Wide Web Conference on World Wide Web. International World Wide Web Conferences Steering Committee, 2018: 1409-1418.

  6. [ICML]: Shaoan Xie, Zibin Zheng, Liang Chen, Chuan Chen, “Learning semantic representations for unsupervised domain adaptation” International Conference on Machine Learning. 2018: 5419-5428.

  7. [FSE]: Yuan Huang, an Jia, iangping Chen, ai Hong, Zibin Zheng, “Salient-Class Location:Help Developers Understand Code Change in Code Review” , Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering. ACM, 2018: 770-774.

  8. [SEP]: Yuan Huang, Xiangping Chen, Zhiyong Liu, Xiaonan Luo, Zibin Zheng, “Using Discriminative Feature in Software Entities for Relevance Identification of Code Changes” , Journal of Software: Evolution and Process, 2017, 29(7): e1859.

  9. [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 (TOSEM), 2018, 26(4): 14.

  10. [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, 2017, 28(10): 2911-2924.

  11. [IS]: Zibin Zheng, Fanghua Ye, Ronghua Li, Guihui Ling, Tan Jin, “Finding Weighted K-Truss Communities in Large Networks” , Information Sciences, 2017, 417: 344-360.

  12. [TSC]: Xiaoliang Fan, Yakun Hu, Zibin Zheng, ujie Wang, Patrick Brezillon, enbo Chen, “CASR-TSE: Context-aware Web Services Recommendation for Modeling Weighted Temporal-Spatial Effectiveness” , IEEE Transactions on Services Computing, 2017 (1): 1-1.

  13. [TSC]: Ao Zhou, hangguang Wang, o Cheng, Zibin Zheng, angchun Yang, ong N. Chang, ichael R. Lyu, ajkumar Buyya, “Cloud service reliability enhancement via virtual machine placement optimization” , IEEE Transactions on Services Computing, 2017, 10(6): 902-913.

  14. [TSC]: Jingwen Zhou, henbang Chen, i Wang, Zibin Zheng, ichael R. Lyu, “A Data Set for User Request Trace-Oriented Monitoring and its Applications” , IEEE Transactions on Services Computing, 2015.

  15. [TSC]: Hongbing Wang, ei Wang, i Yu, Zibin Zheng, “Learning the Evolution Regularities for BigService-oriented Online Reliability Prediction” , IEEE Transactions on Services Computing, 2016 (1): 1-1.

  16. [TSE]: Hongbing Wang, ei Wang, i Yu, Zibin Zheng, thman Bouguettaya, ichael R. Lyu, “Online reliability prediction via motifs-based dynamic bayesian networks for service-oriented systems” , IEEE Transactions on Software Engineering, 2017, 43(6): 556-579.

  17. [TOC]: Zibin Zheng, ichael R. Lyu, “Selecting an optimal fault tolerance strategy for reliable service-oriented systems with local and global constraints” , IEEE Transactions on Computers, 2013 (1): 1.

  18. [TSC]: Shangguang Wang, Zibin Zheng, hengping Wu, ichael R. Lyu, angchun Yang, “Reputation measurement and malicious feedback rating prevention in web service recommendation systems” , IEEE Transactions on Services Computing, 2015, 8(5): 755-767.

  19. [TCYB]: Jiahai Wang, ing Zhou, ong Wang, un Zhang, . L. Philip Chen, Zibin Zheng, “Multiobjective vehicle routing problems with simultaneous delivery and pickup and time windows: formulation, instances, and algorithms” , IEEE transactions on cybernetics, 2016, 46(3): 582-594.

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

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


  21. [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.

  22. [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.

  23. [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.

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

  25. [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.

  26. [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.

  27. [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.

  28. [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.

  29. [TNSM]: Mingdong Tang, Zibin Zheng, Guosheng Kang, Jianxun Liu, atao 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.

  30. [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.

  31. [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.

  32. [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.

  33. [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.

  34. [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.

  35. [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.

  36. [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.

  37. [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.

  38. [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.

  39. [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.

  40. [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.

  41. [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.

  42. [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.

  43. [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.

  44. [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.

  45. [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.

  46. [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.

  47. [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.

  48. [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.

  49. [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.

  50. [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.

  51. [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]

  52. [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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