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Contact Information

Huaming Wu (吴华明)
Associate Professor (副研究员 )

Center for Applied Mathematics
Tianjin University, China
Address: No.92 Weijin Road, Nankai Dsitrict, Tianjin 300072, China
E-mail: whming@tju.edu.cn,  whming1986@gmail.com
URL: [Curriculum Vitae] [中文主页] [Google Scholar] [ResearchGate]
Top Peer Reviewer 2019 in [publons]

Research Interests

Education Background

Work Experience

Grants

Publications

Professional Services

Teaching

Honors/Awards

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Research Interests:


Education Background:


Work Experience:


Grants:

    Ongoing Projects:

    Completed Projects:


Publications:

    Journal Papers:

  1. Huaming Wu#, William J. Knottenbelt, Katinka Wolter. An Efficient Application Partitioning Algorithm in Mobile Environments [PDF]. IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 7, pp. 1464 - 1480, 2019. (CCF: A类)
  2. Muhammed Tawfiqul Islam, Huaming Wu, Shanika Karunasekera, Rajkumar Buyya. SLA-based Scheduling of Spark Jobs in Hybrid-Cloud Environment. IEEE Transactions on Parallel and Distributed Systems,under review.(CCF: A类)
  3. M. SriRaghavendra, Priyanka Chawla, Huaming Wu, Sukhpal Singh Gill. NextGenFog: An Effective Framework for QoS-aware Service Placement for IoT Applications in Fog Computing Environment. IEEE Transactions on Parallel and Distributed Systems,under review.(CCF: A类)
  4. Huaming Wu# and Katinka Wolter. Stochastic Analysis of Delayed Mobile Offloading in Heterogeneous Networks [PDF]. IEEE Transactions on Mobile Computing, vol. 17, no. 2, pp. 461-474, 2018. (CCF: A类)
  5. Mohammad Goudarzi, Huaming Wu, Marimuthu Palaniswami, Rajkumar Buyya. An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments. IEEE Transactions on Mobile Computing, accepted, 2020. (CCF: A类)
  6. Huaming Wu, William J. Knottenbelt, Katinka Wolter. Energy-Performance Tradeoffs for Mobile Cloud Offloading in Heterogeneous Networks. IEEE Transactions on Mobile Computing, in major revision.(CCF: A类)
  7. Huaming Wu#, Yi Sun, Katinka Wolter. Energy-Efficient Decision Making for Mobile Cloud Offloading [PDF]. IEEE Transactions on Cloud Computing, in press, 2018. (中科院一区)
  8. Pengfei Jiao, Minghu Tang, Hongtao Liu, Yaping Wang, Chunyu Lu, Huaming Wu#, Variational Autoencoder based Bipartite Network Embedding by Integrating Local and Global Structure [PDF]. Information Sciences, Volume 519, Pages 9-21, May 2020. (IF: 5.524, CCF: B类, 中科院小类一区, top)
  9. Qin Tian, Lin Pan, Tianpeng Li, Pengfei Jiao, Huaming Wu,Wenjun Wang. Lower Order Information Preserved Network Embedding Based on Non-negative Matrix Decomposition [PDF]. Information Sciences, under review
  10. Congcong Liu, Huaming Wu#. Channel Pruning Based on Mean Gradient for Accelerating Convolutional Neural Networks [PDF]. Signal Processing, vol.156, pp.84-91, 2018. (CCF C类,中科院二区)
  11. Huaming Wu. Performance Modeling of Delayed Offloading in Mobile Wireless Environments with Failures [PDF]. IEEE Communications Letters, vol. 22, no.11, pp. 2334-2337, 2018. (中科院三区)
  12. Xiangyi Li, Huaming Wu#. Spatio-Temporal Representation with Deep Neural Recurrent Network in MIMO CSI Feedback. IEEE Wireless Communications Letters, accepted, 2020. (IF:3.546,中科院二区)
  13. Huaming Wu#, Xiangyi Li, Yingjun Deng. Deep Learning-Driven Wireless Communication for Edge-Cloud Computing: Opportunities and Challenges . Journal of Cloud Computing, accepted, 2020. (中科院三区)
  14. Huaming Wu, Zhu Han, Katinka Wolter, Yubin Zhao, Haneul Ko, Deep Learning Driven Wireless Communications and Mobile Computing [PDF]. Wireless Communications and Mobile Computing, vol. 2019, Article ID 4578685, 2 pages, 2019. (CCF C类)
  15. Tianpeng Li, Wenjun Wang, Xunxun Wu, Huaming Wu, Pengfei Jiao, Yandong Yu. Exploring the transition behavior of nodes in temporal networks based on dynamic community detection [PDF]. Future Generation Computer Systems, Volume 107, June 2020, Pages 458-468. (IF: 5.768, 中科院小类一区, top)
  16. Zhangling Chen, Ce Wang, Huaming Wu, Kun Shang, Jun Wang. DMGAN: Discriminative Metric-based Generative Adversarial Networks [PDF]. Knowledge-Based Systems, Volume 192, 15 March 2020. (IF:5.101,中科院二区)
  17. Monica M.Y. Zhang, Kun Shang, Huaming Wu. Learning Deep Discriminative Face Features by Customized Weighted Constraint [PDF]. Neurocomputing. vol.332, pp.71-79, 2019. (CCF C类,中科院二区)
  18. Ce Wang, Zhangling Chen, Kun Shang, Huaming Wu. Label-Removed Generative Adversarial Networks Incorporating with K-Means [PDF]. Neurocomputing, vol.361, pp.126-136, 2019. (CCF C类,中科院二区)
  19. Bowen Wu, Zhangling Chen, Jun Wang, Huaming Wu. Exponential Discriminative Metric Embedding in Deep Learning [PDF]. Neurocomputing, vol.290, pp.108-120, 2018. (CCF C类,中科院二区)
  20. Pengfei Jiao, Yingying Zhu, Di Jin, Huaming Wu, Wenjun Wang. A Unified Bayesian Model for Generalized Community Detection and Semantic Identification in Complex Networks. Neurocomputing, under review. (CCF C类,中科院二区)
  21. Tianhui Meng, Katinka Wolter, Huaming Wu, Qiushi Wang. A Secure and Cost-efficient Offloading Policy for Mobile Cloud Computing Against Timing Attacks [PDF]. Pervasive and Mobile Computing, vol.45, pp.4-18, 2018. (中科院三区)
  22. Monica M.Y. Zhang, Kun Shang, and Huaming Wu. Deep Compact Discriminative Representation for Unconstrained Face Recognition [PDF]. Signal Processing: Image Communication, vol.75, pp.118-127.2019. (中科院三区)
  23. Zhang-Ling Chen, Jun Wang, Wen-Juan Li, Nan Li, Hua-ming Wu, Da-Wei Wang. Convolutional Neural Network with Nonlinear Competitive Units [PDF]. Signal Processing: Image Communication, vol. 60, pp. 193-198, 2018. (中科院三区)
  24. Dong Wang, Kun Shang, Alan J.X. Guo, Huaming Wu. Decoupling R-CNN for Higher Accurate Localization. Signal Processing: Image Communication, under review
  25. Huaming Wu. Multi-Objective Decision-Making for Mobile Cloud Offloading: A Survey [PDF]. IEEE ACCESS, vol. 6, pp. 3962-3976, 2018. (中科院二区)
  26. Bowen Wu, Huaming Wu#. Scalable Similarity-Consistent Deep Metric Learning for Face Recognition [PDF]. IEEE ACCESS, vol. 7, pp. 104759 - 104768, 2019. (中科院二区)
  27. Wei Yu, Wenjun Wang, Pengfei Jiao, Huaming Wu, Yueheng Sun, Minghu Tang. Modeling the Local and Global Evolution Pattern for Community Mining in Dynamic Networks [PDF]. IEEE ACCESS,vol.7, pp.71350-71360, 2019. (中科院二区)
  28. Yuan Yang, Huaming Wu, Peng Dai, Bo Zhang. One Time-step Particle Smoothing for Radio Range-based Indoor Position Tracking. IET Electronics Letters, accepted, 2020. (中科院四区)
  29. Monica M.Y. Zhang, Yifang Xu, Huaming Wu. Orientation Truncated Center Learning for Deep Face Recognition [PDF]. IET Electronics Letters, Vol. 54, No. 19 ,1110–1112, 2018. (中科院四区)
  30. Huaming Wu, Yi Sun, Katinka Wolter. Analysis of the energy-response time tradeoff for delayed mobile cloud offloading [PDF]. ACM SIGMETRICS Performance Evaluation Review, 43(2),33-35, 2015.
  31. Huaming Wu, Qiushi Wang, Katinka Wolter. Optimal cloud-path selection in mobile cloud offloading systems based on QoS criteria [PDF]. International Journal of Grid and High Performance Computing, 5(4),30-47, 2013.
  32. Huaming Wu, Qianrui Liu, Yaohong Wang. Face Image Translation Based on Generative Adversarial Networks [PDF]. Journal of Tianjin University (Science and Technology),2019, 52(03):306-314.
  33. Ziru Zhang, Chang Guan, Huaming Wu#, Katinka Wolter, Minxian Xu. Distributed Deep Learning-Driven Task Offloading with Heterogeneous Clouds. IEEE Internet of Things Journal, under review
  34. Mohammadreza Razian, Mohammad Fathian, Huaming Wu, Ahmad Akbari, Rajkumar Buyya. Scalable Anomaly-Aware Service Composition for CloudIoT. IEEE Internet of Things Journal, under review
  35. Yingjun Deng, Huaming Wu and Mingpei Yu. Remaining Useful Lifetime Prediction with Wiener Propagation Control in Non-periodically Inspected Scenarios. in preparation

    Conference Papers:

  36. Bowen Wu, Huaming Wu. Angular Discriminative Deep Feature Learning for Face Verification . The 45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, accepted, (CCF: B类)
  37. Yingjun Deng, Huaming Wu, Chao Jiang. Uncertainty Quantification for Remaining Useful Lifetime Prediction with Multi-channel Sensory Data. The 45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, accepted, (CCF: B类)
  38. Wei Yu, Wenjun Wang, Xue Chen, Huaming Wu, Minghu Tang and Yang Yu. Boosting Temporal Community Detection via Modeling Community Evolution Characteristics [PDF]. 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2019), pp. 936-943, 2019, (CCF: C类)
  39. Wei Yu, Rongjian Mu, Ying Sun, Xue Chen, Wenjun Wang and Huaming Wu. A Double Non-negative Matrix Factorization Model for Signed Network Analysis [PDF]. 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2019), pp. 1291-1296, 2019, (CCF: C类)
  40. Wu, H., Knottenbelt, W., Wolter, K., and Sun, Y. An Optimal Offloading Partitioning Algorithm in Mobile Cloud Computing [PDF]. International Conference on Quantitative Evaluation of Systems (QEST), pp. 311-328, 2016.
  41. Wu, H., Sun, Y. and W. Katinka. Analysis of the energy-response time tradeoff for delayed mobile cloud offloading [PDF]. The Workshop on MAthematical performance Modeling and Analysis (MAMA), in conjunction with ACM Sigmetrics 2015. (CCF: B类)
  42. Wu, H., and Wolter, K. Analysis of the energy-performance tradeoff for delayed mobile offloading [PDF]. Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools, pp. 250-258, ICST, 2015.
  43. Wu, H., Knottenbelt, W. J. and Wolter, K. Analysis of the Energy-Response Time Tradeoff for Mobile Cloud Offloading using Combined Metrics [PDF]. Teletraffic Congress (ITC), 2015 27th International, IEEE, pp. 134-142, 2015.
  44. Wu, H., and Wolter, K. Software aging in mobile devices: Partial computation offloading as a solution [PDF]. 2015 IEEE International Symposium on Software Reliability Engineering (ISSRE), IEEE, pp. 125-131, 2015. (CCF: B类)
  45. Sun, Y., Wu, H., and Schiller, J. A Step Length Estimation Model for Position Tracking [PDF]. Localization and GNSS (ICL-GNSS), 2015 International Conference on , IEEE, 2015.
  46. Wu, H. and Wolter, K. Dynamic Transmission Scheduling and Link Selection in Mobile Cloud Computing [PDF]. International Conference on Analytical and Stochastic Modeling Techniques and Applications, pp. 61-79. Springer International Publishing, 2014.
  47. Wu, H., and Wolter, K. Tradeoff analysis for mobile cloud offloading based on an additive energy-performance metric [PDF]. Proceedings of the 8th International Conference on Performance Evaluation Methodologies and Tools, pp. 90-97, ICST, 2014.
  48. Wu, H., Wang, Q., and Wolter, K. Tradeoff Between Performance Improvement and Energy Saving in Mobile Cloud Offloading Systems [PDF]. Communications (ICC), 2013 IEEE International Conference on. IEEE, pp. 728-732, 2013. (CCF: C类)
  49. Wu, H., Wolter, K., and Grazioli, A. Cloudlet-based Mobile Offloading Systems: A Performance Analysis [PDF]. IFIP WG 7.3 Performance 2013 31st International Symposium on Computer Performance, Modeling, Measurements and Evaluation 2013 Student Poster Abstracts, September 24-26, Vienna, Austria. (CCF: B类)
  50. Wu, H., Wang, Q., and Wolter, K. Mobile Healthcare Systems with Multi-Cloud Offloading [PDF]. Mobile Data Management (MDM), 2013 IEEE 14th International Conference on. IEEE, Vol. 2, pp. 188-193, 2013. (CCF: C类)
  51. Wang, Q., Wu, H., and Wolter, K. Model-based Performance Analysis of Local Re-execution Scheme in Offloading System [PDF]. Dependable Systems and Networks (DSN), 2013 43rd Annual IEEE/IFIP International Conference on. IEEE, pp. 1-6, 2013. (CCF: B类)
  52. Wu, H., Wang, Q., and Wolter, K. Methods of cloud-path selection for offloading in mobile cloud computing systems [PDF]. Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on. IEEE, pp. 443-448, 2012. (Acceptance rate: 17.7%)
  53. Book Chapters:

  54. Huaming Wu. Analysis of mHealth Systems with Multi-Cloud Computing Offloading [PDF]. Mobile Health, pp. 589-608. Springer International Publishing, 2013.
  55. Patent:

Presentations:


Professional Services:


Teaching:


Honors/Awards


Useful Links:


Last Updated: June 2019