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Huaming Wu (吴华明), IEEE Senior Member, World Ranking of Top 2% Scientists in 2022, 2021
Associate Professor (英才副教授/特聘研究员，博士生导师)
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]
Associate Editor, IEEE Transactions on Intelligent Transportation Systems (TITS)
Top Peer Reviewer 2019 in [publons]
Excellent Reviewer 2022, IEEE Transactions on Network Science & Engineering (TNSE)
Exemplary Reviewr 2022, IEEE Transaction on Communications (TCOM)

Research Interests

Education Background

Work Experience

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Publications

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Teaching

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    Journal Papers: (*corresponding author)

  1. [TPDS]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, IF=3.757）
  2. [TC] Muhammed Tawfiqul Islam, Huaming Wu, Shanika Karunasekera, Rajkumar Buyya. SLA-Based Scheduling of Spark Jobs in Hybrid Cloud Computing Environments [PDF]. IEEE Transactions on Computers，vol. 71, no. 5, pp. 1117-1132, 1 May 2022.（CCF-A, IF=3.183）
  3. [TMC]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, IF=6.075）
  4. [TMC] Mohammad Goudarzi, Huaming Wu, Marimuthu Palaniswami, Rajkumar Buyya. An Application Placement Technique for Concurrent IoT Applications in Edge and Fog Computing Environments [PDF]. IEEE Transactions on Mobile Computing, vol. 20, no. 4, pp. 1298-1311, 2021. （CCF-A, IF=6.075, ESI Highly Cited Paper (TOP 1%) & ESI Hot Paper (TOP 0.1%), ranked in the list of 50 most popular articles）
  5. [TMC] Junhui Du, Minxian Xu, Rajkumar Buyya, Huaming Wu*. Computation Energy Efficiency Maximization for NOMA-Based and Wireless-Powered Mobile Edge Computing with Backscatter Communication. IEEE Transactions on Mobile Computing, in major revision.（CCF-A, IF=6.075）
  6. [TMC] Huaming Wu, William J. Knottenbelt, Katinka Wolter. Energy-Performance Tradeoffs for Mobile Cloud Offloading in Heterogeneous Networks. IEEE Transactions on Mobile Computing, in revision.（CCF-A, IF=6.075）
  7. [TSC] Min Xue, Huaming Wu*, Guang Peng and Katinka Wolter. DDPQN: An Efficient DNN Offloading Strategy in Local-Edge-Cloud Collaborative Environments [PDF]. IEEE Transactions on Services Computing, vol. 15, no. 2, pp. 640-655, 1 March-April 2022, doi: 10.1109/TSC.2021.3116597. (IF=11.019, CCF-A, ranked in the list of 50 most popular articles )
  8. [TKDE] Pengfei Jiao, Tianpeng Li, Yingjie Xie, Yinghui Wang, Wenjun Wang, Dongxiao He, and Huaming Wu. Generative Evolutionary Anomaly Detection in Dynamic Networks. IEEE Transactions on Knowledge and Data Engineering, accept, 2021. (CCF-A, IF=9.235)
  9. [TDSC]Han Wu, Zhihao Shang, Guang Peng, Huaming Wu, Katinka Wolter. An Adaptive Mini-batching Strategy for Reliable Streaming Data Delivery in Real-time. IEEE Transactions on Dependable and Secure Computing，in revision.（CCF-A, IF=6.791）
  10. [TCYB] Pengfei Jiao, Qiang Tian, Wang Zhang, Xuan Guo, Di Jin, Huaming Wu*. Role Discovery-Guided Network Embedding based on Autoencoder and Attention Mechanism [PDF]. IEEE Transactions on Cybernetics, vol. 53, no. 1, pp. 365-378, Jan. 2023 (IF= 19.118, CCF-B, 中科院一区)
  11. [TCYB] Tianpeng Li, Wenjun Wang, Pengfei Jiao, Yinghui Wang, Ruomeng Ding, Huaming Wu, Lin Pan, Di Jin. Exploring Temporal Community Structure via Network Embedding. IEEE Transactions on Cybernetics, accept, 2022 (IF=19.118, CCF-B, 中科院一区)
  12. [TSMC] Pengfei Jiao, Long Zhang, Yinghui Wang, Qing Bao, Ting Pan, Huaming Wu*, Wei Yu, Zhidong Zhao. Contrastive Representation Learning on Dynamic Networks [PDF]. IEEE Transactions on Systems, Man and Cybernetics: Systems, revision, 2023 (IF= 11.471, CCF-B, 中科院一区)
  13. [TCC] Huaming Wu*, Yi Sun, Katinka Wolter. Energy-Efficient Decision Making for Mobile Cloud Offloading [PDF]. IEEE Transactions on Cloud Computing, vol. 8, no. 2, pp. 570-584, 2020. (CCF-C, IF=5.697,ESI Highly Cited Paper (TOP 1%) )
  14. [TII] Huaming Wu*, Junqi Chen, Tu N. Nguyen, Huijun Tang. Lyapunov-Guided Delay-Aware Energy Efficient Offloading in IIoT-MEC Systems [PDF]. IEEE Transactions on Industrial Informatics, vol. 19, no. 2, pp. 2117-2128, Feb. 2023. (中科院一区, IF=11.648)
  15. [TII] Junqi Chen, Huaming Wu*, Ruidong Li, Pengfei Jiao. Green Parallel Online Offloading for DSCI-Type Tasks in IoT-Edge Systems [PDF]. IEEE Transactions on Industrial Informatics, vol. 18, no. 11, pp. 7955 - 7966, November 2022. (中科院一区, IF=11.648)
  16. [TII] Guanjin Qu, Naichuan Cui, Huaming Wu*, Ruidong Li, Yuemin Ding. ChainFL: A Simulation Platform for Joint Federated Learning and Blockchain in Edge/Cloud Computing Environments [PDF]. IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp. 3572 - 3581, May 2022.（中科院一区, IF=11.648）
  17. [TII] Xiaolong Xu, Bowen Shen, Xiaochun Yin, Mohammad Khosravi, Huaming Wu, Lianyong Qi, Shaohua Wan. Edge Server Quantification and Placement for Offloading Social Media Services in Industrial Cognitive IoV [PDF]. IEEE Transactions on Industrial Informatics , vol. 17, no. 4, pp. 2910-2918, April 2021. (中科院一区, IF=11.648, ESI Highly Cited Paper (TOP 1%)& ESI Hot Paper (TOP 0.1%))
  18. [TII] Li Liu, Yuemin Ding*, Xiaohui Li, Huaming Wu, Lantao Xing. A Container-driven Service Architecture to Minimize The Upgrading Requirements of User-Side Smart Meters in Distribution Grids [PDF]. IEEE Transactions on Industrial Informatics, vol. 18, no. 1, pp. 719-728, Jan. 2022, doi: 10.1109/TII.2021.3088135. (中科院一区, IF=11.648)
  19. [TII] Renzhi Lu, Zhenyu Jiang, Huaming Wu, Yuemin Ding, Dong Wang, Hai-Tao Zhang. Reward Shaping-Based Actor–Critic Deep Reinforcement Learning for Residential Energy Management [PDF]. IEEE Transactions on Industrial Informatics, vol. 19, no. 3, pp. 2662-2673, March 2023. (中科院一区, IF=11.648)
  20. [TNNLS] Pengfei Jiao, Xuan Guo, Xin Jing, Dongxiao He, Huaming Wu, Shirui Pan, Maoguo Gong, Wenjun Wang. Temporal Network Embedding for Link Prediction via VAE joint Attention Mechanism [PDF]. IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 12, pp. 7400-7413, Dec. 2022 (IF=14.255, CCF-B, 中科院一区)
  21. [TNNLS] Pengfei Jiao, Tianpeng Li, Huaming Wu, Yingjie Xie, Chengdong Wang, Dongxiao He, Wenjun Wang. HB-DSBM: Modeling the Dynamic Complex Networks from Community Level to Node Level. IEEE Transactions on Neural Networks and Learning Systems, accept,2021 (IF=14.255, CCF-B, 中科院一区)
  22. [TNNLS] Yaochi Zhao, Shiguang Liu, Zhuhua Hu, Huaming Wu, Shirui Pan, Maoguo Gong, Wenjun Wang. DRMC: Dynamically Restoring the Importance of Majority Class for Imbalanced Learning in Image Segmentation. IEEE Transactions on Neural Networks and Learning Systems, revision, 2023 (IF=14.255, CCF-B, 中科院一区)
  23. [TNNLS] Yinghui Wang, Pengfei Jiao, Qiyao Peng, Lin Pan, Huaming Wu, Wenjun Wang. Alleviate the Impact of Heterogeneity in Network Alignment from Community View. IEEE Transactions on Neural Networks and Learning Systems, revision, 2023 (IF=14.255, CCF-B, 中科院一区)
  24. [TNNLS] Renzhi Lu, Ruichang Bai, Ruidong Li, Lijun Zhu, Mingyang Sun, Feng Xiao, Dong Wang, Huaming Wu, Yuemin Ding. A Novel Sequence-to-Sequence based Deep Learning Model for Multi-step Load Forecasting. IEEE Transactions on Neural Networks and Learning Systems, revision, 2023 (IF=14.255, CCF-B, 中科院一区)
  25. [TCSVT] Dong Wang, Kun Shang, Huaming Wu, Ce Wang. Decoupled R-CNN: Sensitivity-Specific Detector for Higher Accurate Localization [PDF]. IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 9, pp. 6324-6336, Sept. 2022, doi: 10.1109/TCSVT.2022.3167114 (IF=5.859, CCF-B, 中科院一区)
  26. [BIB] Guanjin Qu, Zihui Yan, Huaming Wu*. Clover: tree structure-based efficient DNA clustering for DNA-based data storage [PDF]. Briefings in Bioinformatics, Volume 23, Issue 5, September 2022, bbac336. (IF=13.994, CCF-B, Research Highlights in Nature Computational Science)
  27. [BIB] Xiayang Li, Moxuan Chen, Huaming Wu*. Multiple Errors Correction for Position-Limited DNA Sequences with GC Balance and No Homopolymer for DNA-based Data Storage [PDF]. Briefings in Bioinformatics, Volume 24, Issue 1, January 2023, bbac484. (IF=13.994, CCF-B)
  28. [TCBB] Yongting Zhang, Yonggang Gao, Huanhuan Wang, Huaming Wu*, Youbing Xia, Xiang Wu*. A Secure High-Order Gene Interaction Detection Algorithm Based On Deep Neural Network. IEEE/ACM Transactions on Computational Biology and Bioinformatics, accept, 2022. (CCF-B,IF=3.702)
  29. [TOIT] Minxian Xu, Chenghao Song, Huaming Wu, Sukhpal Singh Gill, Kejiang Ye, Chengzhong Xu. esDNN: Deep Neural Network based Multivariate Workload Prediction in Cloud Computing Environments [PDF]. ACM Transactions on Internet Technology, 22, 3, Article 75 (August 2022), 24 pages.（CCF-B,IF=3.989）
  30. [TNSM] Guanjin Qu, Huaming Wu*, Ruidong Li, Pengfei Jiao. DMRO: Deep Meta Reinforcement Learning-based Task Offloading for Edge-Cloud Computing [PDF]. IEEE Transactions on Network and Service Management, vol. 18, no. 3, pp. 3448-3459, 2021. (CCF-C, IF=4.758, 中科院二区, ranked in the list of 50 most popular articles)
  31. [TNSM] Huijun Tang, Huaming Wu*, Yubin Zhao, Ruidong Li. Joint Computation Offloading and Resource Allocation Under Task-Overflowed Situations in Mobile-Edge Computing [PDF]. IEEE Transactions on Network and Service Management, vol. 19, no. 2, pp. 1539 - 1553, 2022. (CCF-C, IF=4.758, 中科院二区)
  32. [TETC] Zihui Yan, Cong Liang, Huaming Wu*. A Segmented-edit error-Correcting Code with Re-synchronization Function for DNA-based Storage Systems. IEEE Transactions on Emerging Topics in Computing, accept, 2022 (IF=7.691, 中科院二区)
  33. [TNSE] Huijun Tang, Huaming Wu*, Guanjin Qu, Ruidong Li. Double Deep Q-Network based Dynamic Framing Offloading in Vehicular Edge Computing [PDF]. IEEE Transactions on Network Science and Engineering, vol. 10, no. 3, pp. 1297 - 1310, 2023. (IF=5.033)
  34. [TCSS] Mengzhou Gao, Ruili Lu, Pengfei Jiao, Huaming Wu*, Yinghui Wang, and Zhidong Zhao. Inductive Link Prediction via Interactive Learning Across Relations in Multiplex Networks [PDF]. IEEE Transactions on Computational Social Systems, accept, 2022 (IF=4.747, 中科院二区)
  35. [TCSS] Wei Yu, Wenkai Wang*, Guangquan Xu, Huaming Wu*, Hongyan Li, Jun Wang and Xiaoming Li. MRFS: Mining Rating Fraud Subgraph in Bipartite Graph for Users and Products[PDF]. IEEE Transactions on Computational Social Systems, accept, 2022 (IF=4.747, 中科院二区)
  36. [TBD] Huan Liu, Pengfei Jiao*, Xuan Guo, Huaming Wu*, Mengzhou Gao, and Jilin Zhang. HGN2T: A Simple but Plug-and-Play Framework Extending HGNNs on Heterogeneous Temporal Graphs [PDF]. IEEE Transactions on Big Data, accept, 2023 (IF=4.271, 中科院二区)
  37. [TGCN] Min Xue, Huaming Wu*, Ruidong Li, Minxian Xu and Pengfei Jiao. EosDNN: An Efficient Offloading Scheme for DNN Inference Acceleration in Cloud-Edge Collaborative Environments [PDF]. IEEE Transactions on Green Communications and Networking, vol. 6, no. 1, pp. 248-264, March 2022, doi: 10.1109/TGCN.2021.3111731. (IF=3.525, 中科院三区)
  38. [TVT] Xianghui Li, Zhuhua Hu*, Chong Shen, Huaming Wu*, Yaochi Zhao. TFF_aDCNN: A Pre-trained Base Model for Intelligent Wideband Spectrum Sensing. IEEE Transactions on Vehicular Technology, accept, 2023 (IF=6.239, 中科院二区)
  39. [TSUSC] Junhui Du, Minxian Xu, Sukhpal Singh Gill, Huaming Wu*. Computation Energy Efficiency Maximization for Intelligent Reflective Surface-Aided Wireless Powered Mobile Edge Computing. IEEE Transactions on Sustainable Computing, revision, 2023 (IF=4.908, 中科院二区)
  40. [JBHI] Yixiao Wang, Huaming Wu*, Rutvij H. Jhaveri, Youcef Djenouri. DRL-Based URLLC-Aware and Energy-Efficient Task Offloading for Internet of Health Things. IEEE Journal of Biomedical and Health Informatics (J-BHI), revision, 2023 (IF=7.021, 中科院一区)
  41. [IoT-J] Huaming Wu*, Katinka Wolter, Pengfei Jiao, Yingjun Deng, Yubin Zhao, Minxian Xu. EEDTO: An Energy-Efficient Dynamic Task Offloading Algorithm for Blockchain-Enabled IoT-Edge-Cloud Orchestrated Computing [PDF]. IEEE Internet of Things Journal, vol. 8, no. 4, pp. 2163-2176, 2021. (中科院一区, IF=10.238, ESI Highly Cited Paper (TOP 1%))
  42. [IoT-J] Huaming Wu*, Ziru Zhang, Chang Guan, Katinka Wolter, Minxian Xu. Collaborate Edge and Cloud Computing with Distributed Deep Learning for Smart City Internet of Things [PDF]. IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8099-8110, 2020. (中科院一区, IF=10.238)
  43. [IoT-J] Guang Peng*, Huaming Wu*, Han Wu, Katinka Wolter. Constrained Multiobjective Optimization for IoT-Enabled Computation Offloading in Collaborative Edge and Cloud Computing [PDF]. IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13723 - 13736, 2021. (中科院一区, IF=10.238)
  44. [IoT-J] Ziru Zhang, Nianfu Wang, Huaming Wu*, Chaogang Tang, and Ruidong Li. MR-DRO: A Fast and Efficient Task Offloading Algorithm in Heterogeneous Edge/Cloud Computing Environments [PDF]. IEEE Internet of Things Journal, vol. 10, no. 4, pp. 3165-3178, 15 Feb.15, 2023 (中科院一区, IF=10.238)
  45. [IoT-J] Mohammadreza Razian, Mohammad Fathian, Huaming Wu, Ahmad Akbari, Rajkumar Buyya. SAIoT: Scalable Anomaly-aware Services Composition in CloudIoT Environments [PDF]. IEEE Internet of Things Journal, vol. 8, no. 5, pp. 3665-3677, 2021. (中科院一区, IF=10.238)
  46. [IoT-J] Yubin Zhao, Xiaofan Li, Huaming Wu, Cheng-Zhong Xu. Energy Beamforming for Cooperative Localization in Wireless Powered Communication Network [PDF]. IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13750-13762, 2021. (中科院一区, IF=10.238)
  47. [IoT-J] Chaogang Tang, Chunsheng Zhu, Huaming Wu, Qing Li, and Joel J. P. C. Rodrigues, Towards Response Time Minimization Considering Energy Consumption in Caching Assisted Vehicular Edge Computing [PDF]. IEEE Internet of Things Journal, vol. 9, no. 7, pp. 5051-5064, 1 April1, 2022, doi: 10.1109/JIOT.2021.3108902. (中科院一区, IF=10.238)
  48. [IoT] Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer Rana, Ivona Brandic, Steve Uhlig. AI for next generation computing: Emerging trends and future directions [PDF]. Internet of Things, Volume 19, August 2022, 100514 (IF=5.711, ESI Highly Cited Paper (TOP 1%) & ESI Hot Paper (TOP 0.1%)）
  49. [IoT] Sundas Iftikhar, Sukhpal Singh Gill, Chenghao Song, Minxian Xu, Mohammad Sadegh Aslanpour, Adel N. Toosi, Junhui Du, Huaming Wu, Shreya Ghosh, Deepraj Chowdhury, Muhammed Golec, Mohit Kumar, Ahmed M. Abdelmoniem, Felix Cuadrado, Blesson Varghese, Omer Rana, Schahram Dustdar, Steve Uhlig. AI-based fog and edge computing: A systematic review, taxonomy and future directions [PDF]. Internet of Things, Volume 21, April 2023, 100674 (IF=5.711)
  50. [IoTM] Chaogang Tang, Huaming Wu*, Shuo Xiao. Lightweight Reputation Management for Multi-Role Internet of Vehicles. IEEE Internet of Things Magazine, accept, 2023
  51. [CEMAG] Min Xue, Huaming Wu*, Ruidong Li. DNN Migration in IoTs: Emerging Technologies, Current Challenges and Open Research Directions [PDF]. IEEE Consumer Electronics Magazine, vol. 12, no. 3, pp. 28-38, 1 May 2023 (IF=4.135)
  52. [INS] 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= 8.233, CCF-B, 中科院一区）
  53. [INS] 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, Volume 572, Pages 43-56, September 2021.（IF=8.233, CCF-B, 中科院一区）
  54. [SIGPRO] 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，中科院二区)
  55. [FGCS] 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=7.307, 中科院一区, CCF-C）
  56. [KBS] 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=8.139，中科院一区, CCF-C)
  57. [JSA] Chaogang Tang, Huaming Wu*. Reputation-Based Service Provisioning Scheme for Vehicular Fog Computing [PDF]. Journal of Systems Architecture, Volume 131, October 2022. (IF= 5.836, CCF-B)
  58. [JSA] Chaogang Tang, Huaming Wu*. Optimal Computational Resource Pricing in Vehicular Edge Computing: A Stackelberg Game Approach [PDF]. Journal of Systems Architecture, Volume 121, December 2021. (IF= 5.836, CCF-B)
  59. [JSA] Weiwei Liu, Huaming Wu, Tianhui Meng, Rui Wang, Yang Wang, and Cheng-Zhong Xu. AucSwap: A Vickrey Auction Modeled Decentralized Cross-Blockchain Asset Transfer Protocol [PDF]. Journal of Systems Architecture, Volume 117, August 2021. (IF=5.836,CCF-B)
  60. [JSA] Shaohua Wan, Huaming Wu, Joarder Kamruzzaman, Sotirios Goudos. Editorial to Special Issue on Resource Management for Edge Intelligence [PDF]. Journal of Systems Architecture, Volume 118, September 2021. (IF=5.836, CCF-B)
  61. [SPE] Minxian Xu, Qiheng Zhou, Huaming Wu, Weiwei Lin, Kejiang Ye, Chengzhong Xu. PDMA: Probabilistic Service Migration Approach for Delayaware and Mobility-aware Mobile Edge Computing [PDF]. Software: Practice and Experience, vol. 52, no. 2, pp. 394–414, 2022 (CCF-B)
  62. [Chinacom] Chaogang Tang, Yubin Zhao, Huaming Wu*. Lyapunov-guided Optimal Service Placement in Vehicular Edge Computing [PDF]. China Communications, vol. 20, no. 3, pp. 201-217, March 2023 (IF=3.170)
  63. [CL] 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. (IF=3.553,中科院三区)
  64. [CL] Xiaotong Yu, Xiangyi Li, Huaming Wu*, Yang Bai. DS-NLCsiNet: Exploiting Non-Local Neural Networks for Massive MIMO CSI Feedback [PDF]. IEEE Communications Letters, vol. 24, no.12, pp. 2790-2794, 2020. (IF=3.553,中科院三区)
  65. [CL] Kaixin Fan, Huaming Wu*, Zihui Yan. Constrained Channel Capacity for DNA-based Data Storage Systems [PDF]. IEEE Communications Letters, vol. 27, no. 1, pp. 70-74, Jan. 2023. (IF=3.553,中科院三区)
  66. [CL] Zihui Yan, Cong Liang, Huaming Wu*. Upper and Lower Bounds on the Capacity of the DNA-based Storage Channel [PDF]. IEEE Communications Letters, vol. 26, no. 11, pp. 2586-2590, Nov. 2022 (IF=3.553,中科院三区)
  67. [LWC] Xiangyi Li, Huaming Wu*. Spatio-Temporal Representation with Deep Neural Recurrent Network in MIMO CSI Feedback [PDF]. IEEE Wireless Communications Letters, vol. 9, no.5, pp. 653-657, 2020 (IF=5.281，中科院二区)
  68. [PPNA] Chaogang Tang, Huaming Wu*. Joint Optimization of Task Caching and Computation Offloading in Vehicular Edge Computing [PDF]. Peer-to-Peer Networking and Applications, pp.1-16, 2021. (CCF-C)
  69. [JCC] Huaming Wu*, Xiangyi Li, Yingjun Deng. Deep Learning-Driven Wireless Communication for Edge-Cloud Computing: Opportunities and Challenges [PDF]. Journal of Cloud Computing, vol.9, no.21, pp.1-14, 2020. (IF=3.222，中科院三区)
  70. [WCMC] 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)
  71. [NEURO] 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. (IF=5.779, CCF-C，中科院二区)
  72. [NEURO] 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. (IF=5.779, CCF-C，中科院二区)
  73. [NEURO] Bowen Wu, Zhangling Chen, Jun Wang, Huaming Wu. Exponential Discriminative Metric Embedding in Deep Learning [PDF]. Neurocomputing, vol.290, pp.108-120, 2018. (IF=5.779, CCF-C，中科院二区)
  74. [NEURO] Zhangling Chen, Huaming Wu, Jun Wang, and Liangfu Lu. DWTGAN: Wavelet Transform-based Generative Adversarial Networks for Fine-Grained Image Synthesis. Neurocomputing, revision (IF=5.779, CCF-C，中科院二区)
  75. [PMC] 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. (IF=3.848,中科院三区)
  76. [SPIC] 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. (IF=3.453, 中科院三区)
  77. [SPIC] 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. (IF=3.453, 中科院三区)
  78. [SIGMETRICS] 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.
  79. [IEL] Yuan Yang, Huaming Wu, Peng Dai, Bo Zhang. One Time-step Particle Smoothing for Radio Range-based Indoor Position Tracking [PDF]. Electronics Letters, Vol. 56, No. 7, 360–362, 2020. (IF=1.202, 中科院四区)
  80. [IEL] Monica M.Y. Zhang, Yifang Xu, Huaming Wu. Orientation Truncated Center Learning for Deep Face Recognition [PDF]. Electronics Letters, Vol. 54, No. 19, 1110–1112, 2018. (IF=1.202, 中科院四区)
  81. [Electronics] Chuang Yu, Zhuhua Hu*, Peng Wang, Yaochi Zhao*, Huaming Wu. Intelligent Measurement of Morphological Characteristics of Fish Using Improved U-net. Electronics , 10(12):1426, 2021.
  82. [Sensors] Dong Wang, Huaming Wu*. IoU Regression with H+L-Sampling for Accurate Detection Confidence [PDF] Sensors, 21，4433, 2021. (IF=3.847, 中科院三区）
  83. [ACCESS] Huaming Wu. Multi-Objective Decision-Making for Mobile Cloud Offloading: A Survey [PDF]. IEEE ACCESS, vol. 6, pp. 3962-3976, 2018.
  84. [ACCESS] Bowen Wu, Huaming Wu*. Scalable Similarity-Consistent Deep Metric Learning for Face Recognition [PDF]. IEEE ACCESS, vol. 7, pp. 104759 - 104768, 2019.
  85. [ACCESS] 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.
  86. [ACCESS] Chaogang Tang, Chunsheng Zhu, Xianglin Wei, Huaming Wu, Qing Li, Joel Rodrigues. Intelligent Resource Allocation for Utility Optimization in RSU-empowered Vehicular Network [PDF]. IEEE ACCESS, vol. 8, pp. 94453-94462, 2020.
  87. [Complexity] Wei Yu, Xiaoming Li*, Huaming Wu*, Xue Chen, Minghu Tang, and Wenjun Wang. Modeling Community Evolution Characteristics of Dynamic Networks with Evolutionary Bayesian Non-negative Matrix Factorization [PDF]. Complexity, Volume 2021, Article ID 7215888, pp.1-13, 2021.
  88. [Complexity] Pengfei Jiao, Yingying Zhu, Di Jin, Huaming Wu, Wenjun Wang. A Unified Bayesian Model for Generalized Community Detection and Semantic Identification in Complex Networks [PDF]. Complexity, vol. 2020, Article ID 5712815, pp.1-15, 2020.
  89. [Complexity] Ruili Lu, Pengfei Jiao, Yinghui Wang, Huaming Wu, Xue Chen. Layer Information Similarity Concerned Network Embedding [PDF]. Complexity, Volume 2021, Article ID 2260488, pp.1-10, 2021.
  90. [IJGHPC] 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.
  91. [计算机科学]张乃心, 陈霄睿, 李安, 杨乐瑶, 吴华明*. 基于深度强化学习和无线充电技术的D2D-MEC网络边缘卸载框架[PDF]. 计算机科学, 2022 (CCF-B)
  92. [天大学报]吴华明, 刘茜瑞, 王耀宏. 基于生成对抗网络的人脸图像翻译[PDF]. 天津大学学报（自然科学与工程技术版）,2019, 52(03): 306-314.

    93. Conference Papers:(*corresponding author)

  93. [ISIT] Zihui Yan, Guanjin Qu, Huaming Wu*. A Novel Soft-In Soft-Out Decoding Algorithm for VT Codes on Multiple Received DNA Strands [PDF]. 2023 IEEE International Sympossium on Information Theory, Taipei, Taiwan, June 25-30, 2023. (信息论顶级会议)
  94. [WWW] Lei Tian, Huaming Wu*. MI-GCN: Node Mutual Information-based Graph Convolutional Network [PDF]. In Companion Proceedings of the Web Conference 2022 (WWW '22 Companion), Association for Computing Machinery, New York, NY, USA, 996–1003. https://doi.org/10.1145/3487553.3524711 (CCF-A)
  95. [ECML-PKDD] Han Wu, Holland Qian, Huaming Wu* and Aad Van Moorsel. LDRNet: Enabling Real-time Document Localization on Mobile Devices. In: , et al. Machine Learning and Principles and Practice of Knowledge Discovery in Databases [PDF]. ECML PKDD 2022, Communications in Computer and Information Science, vol 1752. Springer, Cham.(CCF-B)
  96. [ICDM] Pengfei Jiao, Ruili Lu, Di Jin, Yinghui Wang, Huaming Wu.An Effective and Robust Framework by Modeling Correlations of Multiplex Network Embedding[PDF]. 21st IEEE International Conference on Data Mining (ICDM 2021), 2021, pp. 1144-1149, doi: 10.1109/ICDM51629.2021.00136.(CCF-B)
  97. [Globecom] Chaogang Tang, Huaming Wu*, Chunsheng Zhu. Satisfaction Optimization in Failure-Aware Vehicular Edge Computing [PDF]. GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 5783-5788, (IEEE ComSoc旗舰会议, CCF-C)
  98. [Globecom] Anqi Gu, Huaming Wu*, Huijun Tang, Chaogang Tang. Deep Reinforcement Learning-Guided Task Reverse Offloading in Vehicular Edge Computing [PDF]. GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 2200-2205, (IEEE ComSoc旗舰会议, CCF-C)
  99. [Globecom] Chaogang Tang, Chunsheng Zhu, Huaming Wu, Lei Ning, Joel J. P. C. Rodrigues. Toward Failure-Aware Energy-Efficient Service Provisioning in Vehicular Fog Computing [PDF]. GLOBECOM 2022 - 2022 IEEE Global Communications Conference, Rio de Janeiro, Brazil, 2022, pp. 5311-5316, (IEEE ComSoc旗舰会议, CCF-C)
  100. [Globecom] Chaogang Tang, Chunsheng Zhu, Huaming Wu, Chunyan Liu, Joel J. P. C. Rodrigues. Caching Assisted Correlated Task Offloading for IoT Devices in Mobile Edge Computing [PDF]. 2021 IEEE Global Communications Conference (Globecom 2021), 2021, pp. 1-6, doi: 10.1109/GLOBECOM46510.2021.9685828. (IEEE ComSoc旗舰会议，CCF-C)
  101. [Scalcom] Chaogang Tang, Huaming Wu*, Chunsheng Zhu, Shuo Xiao, Haifeng Jiang, Dong Zeng. Failure-Tolerant Task Offloading for Vehicular Fog Computing [PDF]. The 22nd IEEE International Conference on Scalable Computing and Communications (ScalCom 2022), IEEE, 2022
  102. [CASE] Yingjun Deng*, Mingpeiyu Zhang, Tian Wang, Huaming Wu. Time-Gated Remaining Useful Life Prediction with Non-Periodical Inspection Data [PDF]. 2021 17th IEEE International Conference on Automation Science and Engineering (CASE), pp. 264-269, doi: 10.1109/CASE49439.2021.9551607, August 23-27, 2021, Lyon, France, 2021
  103. [ICA3PP] Yuyang Cui, Huaming Wu, Yongting Zhang, Yonggang Gao, Xiang Wu. A Spectral Clustering Algorithm Based on Differential Privacy Preservation. 21st International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2021), 2021. (CCF-C)
  104. [BiDEDE] Guanjin Qu, Huaming Wu* and Naichuan Cui. Joint Blockchain and Federated Learning-based Offloading in Harsh Edge Computing Environments [PDF]. Big Data in Emergent Distributed Environments (BiDEDE'21), in conjuction with ACM SIGMOD 2021 (CCF-A), June 20-25, 2021.
  105. [IWCWC] Chaogang Tang, Chunsheng Zhu, Xianglin Wei, Huaming Wu, Qing Li, Joel J. P. C. Rodrigues. Task Offloading and Caching for Mobile Edge Computing [PDF]. 17th Int. Wireless Communications & Mobile Computing Conference, Harbin, China - June 28 - July 2, 2021
  106. [IJCCI] Guang Peng, Huaming Wu*, Han Wu and Katinka Wolter. Evolutionary Large-scale Sparse Multi-objective Optimization for Collaborative Edge-cloud Computation Offloading [PDF]. 12nd International Joint Conference on Computational Intelligence, Budapest, Hungary, 2-4 November, 2020
  107. [MSN] Tianhui Meng, Huaming Wu*, Zhihao Shang, and Yubin Zhao. CoOMO: Cost-efficient Computation Outsourcing with Multi-site Offloading for Mobile-Edge Services [PDF]. The 16th International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan, 17 - 19 December 2020. (CCF-C)
  108. [MSN] Chaogang Tang, Chunsheng Zhu, Huaming Wu, Xianglin Wei, Qing Li, Joel J. P. C. Rodrigues. A Game Theoretical Pricing Scheme for Vehicles in Vehicular Edge Computing [PDF]. The 16th International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan on 17 - 19 December 2020 . (CCF-C)
  109. [ICASSP] Bowen Wu, Huaming Wu. Angular Discriminative Deep Feature Learning for Face Verification [PDF]. The 45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, pp. 2133-2137, 4-8 May 2020, (CCF-B)
  110. [ICASSP] Yingjun Deng, Huaming Wu, Chao Jiang. Uncertainty Quantification for Remaining Useful Lifetime Prediction with Multi-channel Sensory Data [PDF]. The 45th International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020, pp. 8299-8303, 4-8 May 2020, (CCF-B)
  111. [SocialSEC] Chaogang Tang, Xianglin Wei, Haifeng Jiang, Huaming Wu, and Qing Li. UAV-enabled Social Internet of Vehicles: Roles, Security Issues and Use Cases [PDF]. 6th International Symposium on Security and Privacy in Social Networks and Big Data, August 22–23, 2020, Tianjin, China. , pp. 153--163, 2020.
  112. [ISPA] 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)
  113. [ISPA] 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)
  114. [QEST] 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.
  115. [Sigmetrics] 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）
  116. [VALUETOOLS] 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.
  117. [VALUETOOLS] 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.
  118. [ITC] 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.
  119. [ISSRE] 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）
  120. [ICL-GNSS] 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.
  121. [ASMTA] 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.
  122. [ICC] 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）
  123. [Performance] 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）
  124. [MDM] 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）
  125. [DSN] 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）
  126. [Cloudcom] 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%）
  127. [NIVDF] Junyi Li, Yixiao Wang, Songxin Lei, Xinyao Guo, Lu Zheng, Yu Zhang, Huaming Wu*. Intelligent Parking Lot System Based on Automatic Parking Hybrid Controller [PDF]. National Intelligent Vehicle Development Forum, 2023

    128. Book Chapters:

  128. Minxian Xu, Chengxi Gao, Shashikant Ilager, Huaming Wu, Chengzhong Xu and Rajkumar Buyya. Green-aware Mobile Edge Computing for IoT: Challenges, Solutions and Future Directions [PDF]. Mobile Edge Computing, A. Mukherjee, D. De, S. K. Ghosh, and R. Buyya (eds), Springer, USA, 2020.
  129. Sriraghavendra M., Chawla P., Wu H., Gill S.S., Buyya R. DoSP: A Deadline-Aware Dynamic Service Placement Algorithm for Workflow-oriented IoT Applications in Fog-Cloud Computing Environments [PDF]. In: Tiwari R., Mittal M., Goyal L.M. (eds) Energy Conservation Solutions for Fog-Edge Computing Paradigms. Lecture Notes on Data Engineering and Communications Technologies, vol 74. Springer, Singapore. https://doi.org/10.1007/978-981-16-3448-2_2
  130. Huaming Wu. Analysis of mHealth Systems with Multi-Cloud Computing Offloading [PDF]. Mobile Health, pp. 589-608. Springer International Publishing, 2013.

    131. Patent:

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Last Updated: June 2019