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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

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Publications

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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. 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）
  4. 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）
  5. 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）
  6. 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)
  7. Pengfei Jiao, Minghu Tang, Hongtao Liu, Yaping Wang, Chunyu Lu, Huaming Wu#. Variational Autoencoder based Bipartite Network Embedding by Integrating Local and Global Structure. Information Sciences, accepted, 2020. （IF: 5.524, CCF: B类, 中科院小类一区, top）
  8. 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)
  9. 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)
  10. 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)
  11. 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)
  12. Zhangling Chen, Ce Wang, Huaming Wu, Kun Shang, Jun Wang. DMGAN: Discriminative Metric-based Generative Adversarial Networks. Knowledge-Based Systems, accepted, 2020. (IF:5.101，中科院二区)
  13. 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. Future Generation Computer Systems, in revision. （IF: 5.768, 中科院小类一区, top）
  14. 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)
  15. 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)
  16. 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)
  17. 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)
  18. Dong Wang, Kun Shang, Jiaxiang Guo, Huaming Wu. Decoupling R-CNN for Higher Accurate Localization. Neurocomputing, under review. (CCF C类，中科院二区)
  19. 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)
  20. 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)
  21. 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)
  22. 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)
  23. 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)
  24. 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)
  25. 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)
  26. 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)
  27. 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.
  28. 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.
  29. 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.
  30. Huaming Wu, Xiangyi Li, Zhangling Chen, Ce Wang. Intelligent Communication: When Wireless Communication Meets Deep Learning. IEEE Wireless Communications Magazine, under review. (中科院一区)
  31. 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 (IF:9.515,中科院一区)
  32. Mohammadreza Razian, Mohammad Fathian, Huaming Wu, Ahmad Akbari, Rajkumar Buyya. Scalable Anomaly-Aware Service Composition for CloudIoT. in preparation
  33. Yingjun Deng, Huaming Wu and Mingpei Yu. Remaining Useful Lifetime Prediction with Wiener Propagation Control in Non-periodically Inspected Scenarios.in preparation
  34. Pengfei Jiao, Tianpeng Li, Wenjun Wang, Di Jin and Huaming Wu. HB-DSBM: Modeling the Dynamic Complex Networks from Community Level to Node Level for Community Detection and Evolution. in preparation

    35. Conference Papers:

  35. Huaming Wu, Mohammad Goudarzi, Yingdun Deng, Pengfei Jiao, Yubin Zhao. Computation Offloading for End-Edge-Cloud Orchestrated Computing. 40th IEEE International Conference on Distributed Computing Systems (ICDCS 2020) , under review, (CCF: B类)
  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, under review, (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, under review, (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. 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2019), accepted, (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. 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA 2019), accepted, (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:

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

    54. Patent:

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Last Updated: June 2019