Welcome to Huaming Wu's Homepage

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] [publons]

Research Interests

Education Background

Work Experience

Grants

Publications

Professional Services

Teaching

Honors/Awards

Useful Links

Research Interests:

Education Background:

Work Experience:

Grants:

    Ongoing Projects:

    Completed Projects:

Publications:

    Journal Papers:

  1. Huaming Wu, Yi Sun, Katinka Wolter. Energy-Efficient Decision Making for Mobile Cloud Offloading. IEEE Transactions on Cloud Computing, in press, 2018.
  2. Huaming Wu, William J. Knottenbelt, Katinka Wolter. An Efficient Application Partitioning Algorithm in Mobile Environments. IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 7, pp. 1464 - 1480, 2019.
  3. Huaming Wu and Katinka Wolter. Stochastic Analysis of Delayed Mobile Offloading in Heterogeneous Networks. IEEE Transactions on Mobile Computing,vol. 17, no. 2, pp. 461-474, 2018.
  4. Huaming Wu.Performance Modeling of Delayed Offloading in Mobile Wireless Environments with Failures. IEEE Communications Letters, vol. 22, no.11, pp. 2334-2337, 2018.
  5. Huaming Wu. Multi-Objective Decision-Making for Mobile Cloud Offloading: A Survey. IEEE Access,vol. 6, pp. 3962-3976, 2018.
  6. Congcong Liu and Huaming Wu*. Channel Pruning Based on Mean Gradient for Accelerating Convolutional Neural Networks. Signal Processing, vol.156, pp.84-91, 2018.
  7. Huaming Wu, Zhu Han, Katinka Wolter, Yubin Zhao, Haneul Ko, Deep Learning Driven Wireless Communications and Mobile Computing. Wireless Communications and Mobile Computing, vol. 2019, Article ID 4578685, 2 pages, 2019.
  8. Monica M.Y. Zhang, Kun Shang, Huaming Wu. Learning Deep Discriminative Face Features by Customized Weighted Constraint. Neurocomputing. vol.332, pp.71-79, 2019.
  9. Ce Wang, Zhangling Chen, Kun Shang, Huaming Wu. Label-Removed Generative Adversarial Networks Incorporating with K-Means. Neurocomputing, vol., pp., 2019.
  10. Bowen Wu, Zhangling Chen, Jun Wang, Huaming Wu. Exponential Discriminative Metric Embedding in Deep Learning. Neurocomputing, vol.290, pp.108-120, 2018.
  11. Tianhui Meng, Katinka Wolter, Huaming Wu and Qiushi Wang. A Secure and Cost-efficient Offloading Policy for Mobile Cloud Computing Against Timing Attacks. Pervasive and Mobile Computing, vol.45, pp.4-18, 2018.
  12. Monica M.Y. Zhang, Kun Shang, and Huaming Wu. Deep Compact Discriminative Representation for Unconstrained Face Recognition. Signal Processing: Image Communication, vol.75, pp.118-127.2019.
  13. Zhang-Ling Chen, Jun Wang, Wen-Juan Li, Nan Li, Hua-ming Wu and Da-Wei Wang. Convolutional Neural Network with Nonlinear Competitive Units. Signal Processing: Image Communication, vol. 60, pp. 193-198, 2018.
  14. Wei Yu, Wenjun Wang, Pengfei Jiao, Huaming Wu, Yueheng Sun and Minghu Tang. Modeling the Local and Global Evolution Pattern for Community Mining in Dynamic Networks. IEEE Access,vol.7, pp.71350-71360, 2019.
  15. Monica M.Y. Zhang, Yifang Xu, Huaming Wu. Orientation Truncated Center Learning for Deep Face Recognition. IET Electronics Letters, Vol. 54, No. 19 ,1110–1112, 2018.
  16. Huaming Wu, Yi Sun, Katinka Wolter. Analysis of the energy-response time tradeoff for delayed mobile cloud offloading. ACM SIGMETRICS Performance Evaluation Review, 43(2),33-35, 2018.
  17. Huaming Wu, Qiushi Wang, Katinka Wolter. Optimal cloud-path selection in mobile cloud offloading systems based on QoS criteria. International Journal of Grid and High Performance Computing, 5(4),30-47, 2013.
  18. Huaming Wu, Qianrui Liu, Yaohong Wang. Face Image Translation Based on Generative Adversarial Networks. Journal of Tianjin University (Science and Technology),2019, 52(03):306-314.
  19. 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.
  20. Huaming Wu, Xiangyi Li, Zhangling Chen, Ce Wang. Intelligent Communication: When Wireless Communication Meets Deep Learning. IEEE Wireless Communications Maganize, under review.
  21. 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.
  22. Xiangyi Li, Huaming Wu* Spatio-Temporal Representation with Deep Neural Recurrent Network in MIMO CSI Feedback. IEEE Wireless Communications Letters, under review.
  23. Yingying Zhu, Weidi Dai, Huaming Wu, Pengfei Jiao. A unified Bayesian model for generalized community detection and semantic identification in complex networks. Knowledge-Based Systems, in revision.
  24. Pengfei Jiao, Minghu Tang, Yaping Wang, Hongtao Liu, Huaming Wu*. Variational Autoencoder based Bipartite Network Embedding by Integrating Local and Global Structure. Knowledge-Based Systems, under review.
  25. Zhangling Chen, Ce Wang, Huaming Wu, Kun Shang, Jun Wang. DMGAN: Discriminative Metric-based Generative Adversarial Networks. Knowledge-Based Systems, under review.
  26. Bowen Wu, Huaming Wu. Scalable Similarity-Consistent Deep Metric Learning for Face Recognition. IEEE ACCESS, under review.

    27. Book Chapters:

  27. Huaming Wu. Analysis of mHealth Systems with Multi-Cloud Computing Offloading. Mobile Health, pp. 589-608. Springer International Publishing, 2013.

    28. Conference Papers:

  28. Rongjian Mu, Wei Yu, Pengfei Jiao, Ying Sun, Wenjun Wang and Huaming Wu. A Double Non-negative Matrix Factorization Model for Signed Network Analysis. 31st International Conference on Tools with Artificial Intelligence (ICTAI 2019), submitted
  29. Wu, H., Knottenbelt, W., Wolter, K., and Sun, Y. An Optimal Offloading Partitioning Algorithm in Mobile Cloud Computing. International Conference on Quantitative Evaluation of Systems (QEST), pp. 311-328, 2016.
  30. Wu, H., and Wolter, K. Analysis of the energy-performance tradeoff for delayed mobile offloading. Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools, pp. 250-258, ICST, 2016.
  31. Wu, H., Knottenbelt, W. J. and Wolter, K. Analysis of the Energy-Response Time Tradeoff for Mobile Cloud Offloading using Combined Metrics. Teletraffic Congress (ITC), 2015 27th International, IEEE, pp. 134-142, 2015.
  32. Wu, H., and Wolter, K. Software aging in mobile devices: Partial computation offloading as a solution. 2015 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), IEEE, pp. 125-131, 2015.
  33. Sun, Y., Wu, H., and Schiller, J. A Step Length Estimation Model for Position Tracking.Localization and GNSS (ICL-GNSS), 2015 International Conference on , IEEE, 2015.
  34. Wu, H. and Wolter, K. Dynamic Transmission Scheduling and Link Selection in Mobile Cloud Computing. International Conference on Analytical and Stochastic Modeling Techniques and Applications, pp. 61-79. Springer International Publishing, 2014.
  35. Wu, H., and Wolter, K. Tradeoff analysis for mobile cloud offloading based on an additive energy-performance metric.. Proceedings of the 8th International Conference on Performance Evaluation Methodologies and Tools, pp. 90-97, ICST, 2014.
  36. Wu, H., Wang, Q., and Wolter, K. Tradeoff Between Performance Improvement and Energy Saving in Mobile Cloud Offloading Systems. Communications (ICC), 2013 IEEE International Conference on. IEEE, pp. 728-732, 2013.
  37. Wu, H., Wolter, K., and Grazioli, A. Cloudlet-based Mobile Offloading Systems: A Performance Analysis. 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.
  38. Wu, H., Wang, Q., and Wolter, K. Mobile Healthcare Systems with Multi-Cloud Offloading. Mobile Data Management (MDM), 2013 IEEE 14th International Conference on. IEEE, Vol. 2, pp. 188-193, 2013.
  39. Wang, Q., Wu, H., and Wolter, K. Model-based Performance Analysis of Local Re-execution Scheme in Offloading System. Dependable Systems and Networks (DSN), 2013 43rd Annual IEEE/IFIP International Conference on. IEEE, pp. 1-6, 2013.
  40. Wu, H., Wang, Q., and Wolter, K. Methods of cloud-path selection for offloading in mobile cloud computing systems. Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on. IEEE, pp. 443-448, 2012.

    41. Presentations:

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Last Updated: June 2019