Welcome to Huaming Wu's Homepage

Contact Information

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:

• Mobile and Cloud Computing
• Internet of Things (IoT)
• Mobile Edge Computing
• Heterogeneous Networks (HetNets)
• Edge Intelligence
• DNA Storage
• Complex Networks

Education Background:

• 2011.09 - 2015.12         Freie Universtät Berlin, Germany               Ph.D. in Computer Science (summa cum laude, highest honor)
• 2009.09 - 2011.07       Harbin Institute of Technology, China       MSc. in Information and Communication Engineering
• 2005.09 - 2009.07      Harbin Institute of Technology, China       B.E. in Communication Engineering

Work Experience:

• 2019.01 - 2019.02        Visiting Scholar          Cloud Computing and Distributed Systems (CLOUDS) Lab., University of Melbourne, Australia                       Supervisor: Prof. Rajkumar Buyya
• 2018.06 - now              Associate Professor    Center for Applied Mathematics, Tianjin University, China    
• 2016.05 - 2018.06      Assistant Professor     Center for Applied Mathematics, Tianjin University, China    
• 2010.06 - 2010.08      Visiting Student          Communications and Sensor Networks Lab., Gwangju Institute of Science and Technology (GIST), Korea     Supervisor: Prof. Kiseon Kim

Grants:

Ongoing Projects:

• "Intelligent Decisions for Edge Offloading in the Internet of Things Environment", sponsored by National Natural Science Foundation of China, No. 62071327, 2021-2024 (PI)
• "Delay-constrained hybrid task offloading in joint cloud and fog computing environments", sponsored by National Natural Science Foundation of China, No. 61801325, 2019-2021 (PI)
• "Multi-objective decision making for task offloading in cobile cloud computing", sponsored by Natural Science Foundation of Tianjin, No. 18JCQNJC00600, 2018-2021 (PI)
• "Blockchain-based security task offloading in IoT environments", sponsored by CCF-Tencent Open Research Fund, 2020-2021 (PI)
• "Key technologies of community risk monitoring and prevention", sponsored by National Key Research and Development Plan, No. 2018YFC0809800, 2018/07-2021/06 (CO-PI)
• "Combination methods in DNA storage", sponsored by National Key Research and Development Plan, No. 2020YFA0712102, 2020/12-2025/11
• "Touchable anatomy teaching virtual reality system", sponsored by Major Science and Technology Project of Tianjin, No. 18ZXRHSY00160, 2018-2021 (CO-PI)

Completed Projects:

• "Efficient learning using generative adversarial network in wireless environment", sponsored by Huawei Innovation Research Program (HIRP), No. HO2018085138, 2018-2019 (PI)
• "Unstructured data simulation generation for AI training", sponsored by Huawei Innovation Research Program (HIRP), No. HO2018085347, 2018-2019 (PI)
• "App cooperation in client-cloud system", sponsored by Huawei Innovation Research Program (HIRP), No. HIRPO2017050307, 2017/10-2018/9. (PI)
• "Efficient learning using deep learning in wireless environment, sponsored by HPI Future SOC Lab, 2019-2020 (PI)
• "Hot spots and development trends of new generation of information technology", sponsored by Alibaba Living Water Program, 2018-2019 (PI)
• "Doctoral Academic Forum", sponsored by Innovative Talents Training Project of Tianjin University, 2018-2019 (PI)

Publications:

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] 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）
6. [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 )
7. [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)
8. [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）
9. [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)
10. [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)
11. [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)
12. [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%) )
13. [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)
14. [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)
15. [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）
16. [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%))
17. [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)
18. [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)
19. [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)
20. [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)
21. [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, 2022 (IF=14.255, CCF-B, 中科院一区)
22. [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, 2022 (IF=14.255, CCF-B, 中科院一区)
23. [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)
24. [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)
25. [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)
26. [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)
27. [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）
28. [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)
29. [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)
30. [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)
31. [TNSE] Huijun Tang, Huaming Wu*, Guanjin Qu, Ruidong Li. Double Deep Q-Network based Dynamic Framing Offloading in Vehicular Edge Computing. IEEE Transactions on Network Science and Engineering, accept, 2022 (IF=5.033)
32. [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)
33. [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)
34. [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, minor revision, 2023 (IF=4.271, 中科院二区)
35. [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)
36. [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, minor revision, 2023 (IF=6.239, 中科院二区)
37. [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%))
38. [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)
39. [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)
40. [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)
41. [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)
42. [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)
43. [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)
44. [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%)）
45. [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)
46. [IoTM] Chaogang Tang, Huaming Wu*, Shuo Xiao. Lightweight Reputation Management for Multi-Role Internet of Vehicles. IEEE Internet of Things Magazine, revision, 2023
47. [CEMAG] Min Xue, Huaming Wu*, Ruidong Li. DNN Migration in IoTs: Emerging Technologies, Current Challenges and Open Research Directions. IEEE Consumer Electronics Magazine, accept, 2022 (IF=4.135)
48. [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）
49. [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）
50. [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)
51. [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）
52. [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)
53. [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)
54. [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)
55. [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)
56. [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)
57. [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)
58. [Chinacom] Chaogang Tang, Yubin Zhao, Huaming Wu*. Lyapunov-guided Optimal Service Placement in Vehicular Edge Computing. China Communications, accept, 2022 (IF=3.170)
59. [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)
60. [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)
61. [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)
62. [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)
63. [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)
64. [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)
65. [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)
66. [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)
67. [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)
68. [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)
69. [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)
70. [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)
71. [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)
72. [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)
73. [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)
74. [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.
75. [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)
76. [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)
77. [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.
78. [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）
79. [ACCESS] Huaming Wu. Multi-Objective Decision-Making for Mobile Cloud Offloading: A Survey [PDF]. IEEE ACCESS, vol. 6, pp. 3962-3976, 2018.
80. [ACCESS] Bowen Wu, Huaming Wu*. Scalable Similarity-Consistent Deep Metric Learning for Face Recognition [PDF]. IEEE ACCESS, vol. 7, pp. 104759 - 104768, 2019.
81. [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.
82. [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.
83. [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.
84. [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.
85. [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.
86. [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.
87. [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)
88. [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.

Conference Papers:(*corresponding author)

89. [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)
90. [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)
91. [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)
92. [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)
93. [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)
94. [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)
95. [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)
96. [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
97. [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
98. [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)
99. [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.
100. [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
101. [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
102. [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 on 17 - 19 December 2020 . (CCF-C)
103. [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)
104. [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)
105. [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)
106. [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.
107. [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)
108. [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)
109. [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.
110. [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）
111. [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.
112. [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.
113. [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.
114. [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）
115. [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.
116. [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.
117. [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）
118. [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）
119. [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）
120. [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）
121. [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%）

Book Chapters:

122. 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.
123. 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
124. Huaming Wu. Analysis of mHealth Systems with Multi-Cloud Computing Offloading [PDF]. Mobile Health, pp. 589-608. Springer International Publishing, 2013.

Patent:

• Wu, H., Wang, J., Lu, H. IMAGE GENERATION METHOD AND APPARATUS, AND COMPUTER[PDF]. 2022.6.30

• Wu, H. and Qu, H. 一种数据处理方法、设备以及计算机可读存储介质[PDF]. 2020.8.18

• Yu, X., Bai, Y., He, Y., Hao, Z., Chen, S. 一种基于深度学习注意力机制的大规模MIMO信道状态信息压缩及重建方法[PDF]. 2021.5.14 (已授权）

• Chen, Z., Wang, J., and Wu, H. 一种融合二维离散小波变换和生成对抗网络的图像增强方法[PDF]. 2020.6.12 (已授权）

• Zhang, Z., Guan, C., and Wu, H. 云雾协同计算环境下一种基于深度学习的任务卸载决策方法[PDF]. 2020.5.15

• Qu, G., and Wu, H. 一种边缘计算环境下基于无人机群的任务卸载智能决策方法[PDF]. 2020.5.15

• Duan, Y., Yan, M., and Wu, H. 解剖教学系统中一种带有力反馈结构的软组织仿真方法 [PDF]. 2019.7.23 (已授权）

• Qu, G., and Wu, H. 嵌入区块链结构的边缘计算仿真平台. 2021.3.15

Presentations:

• Conference oral presentations at: CloudCom'12; ICC'13; IFIP Performance'13; MDM'13; VALUETOOLS'14; VALUETOOLS'15; AMSTA'14; ITC'15; ACM Sigmetrics'15; ISSRE'15; QEST'16; SCML'19; CITR'18; etc
• Tutorial at 7th Automation Frontier Workshop in Chinese Academy of Sciences, 2018
• Panelist/chair at: QEST'16;ITC'15; ICPE'19; etc

Professional Services:

Society Memberships:

• IEEE (Institute of Electrical and Electronics Engineers), Senior Member, Computer Society, Communications Society
• ACM (Association for Computing Machinery), Member
• CCF (China Computer Federation), Senior Member
• CIC (China Institute of Communications), Senior Member
• AAIA (Asia-Pacific Artificial Intelligence Association), Senior Member
• IRTF (Internet Research Task Force)

Editorial Services:

• Associate Editor, IEEE Transactions on Intelligent Transportation Systems (TITS), since 2022 (CCF-B, IF=9.551)
• Distinguished Reviewer Board, ACM Transactions on the Web (TWEB), since 2022 (CCF-B)
• Founder, IEEE SIG on Metaverse, since 2022
• Academic Editor, Wireless Communications and Mobile Computing（CCF-C）, since 2020
• Editorial Board, Topic Editor Electronics（IF 2.412）, since 2021
• Technical Committee (TC), Internet of Things, Internet of Everywhere and Edge Computing (IOT), IEEE Consumer Technology Society (CTSoc), since 2022
• Editor Board Member, Journal of Smart Environments and Green Computing (JSEGC), 2022-2024
• Guest Editor, Journal of Systems Architecture（CCF-B）, Special Issue on Resource Management for Edge Intelligence, 2020-2021
• Lead Guest Editor, Journal of Cloud Computing（SCI: 三区）, Special Issue on Edge-cloud computing cooperation for task offloading in internet-of-things, 2020-2021
• Lead Guest Editor, Security and Communication Networks（CCF-C）, Special Issue on Security Threats to Artificial Intelligence-Driven Wireless Communication Systems, 2019-2021
• Lead Guest Editor, Wireless Communications and Mobile Computing（CCF-C）, Special Issue on Deep Learning Driven Wireless Communications and Mobile Computing, 2018-2019
• Lead Guest Editor, Computer Modeling in Engineering & Sciences , Special Issue on Advances in Edge Intelligence for Internet of Things , 2022-2023
• Guest Associate Editor & Review Editor, Frontiers in High Performance Computing, 2022-
• 青年编委, 《计算机工程》（CCF-C）, 2020-2023

Conference Activities:

• 2023
• Program Chair, The 9th IEEE International Conference on Smart Data(SmartData 2023), December 15-18, 2023, Hainan Ocen Flower Island, China.
• TPC Member, The 33rd edition of the Workshop on Network and Operating System Support for Digital Audio and Video(ACM NOSSDAV 2023), June 7, 2023, Vancouver, BC, Canada.（CCF-B)
• TPC Member, 2023 IEEE International Conference on Communications (ICC) (ICC 2023), 28 May-01 June 2023, Rome, Italy.（CCF-C)
• TPC Member, 2023 IEEE Wireless Communications and Networking Conference (WCNC) (WCNC 2023), March 26 and March 29, 2023 in Glasgow, Scotland.（CCF-C)
• TPC Member, International Conference on Metaverse Computing, Networking and Applications (MetaCom 2023)), June 26-28, 2023, Kyoto, Japan
• TPC Member, Future of Information and Communication Conference (FICC 2023), March 2-3, 2022 in San Francisco.
• TPC Member, The Nineteenth International Conference on Networking and Services (ICNS 2023), March 13-17, 2023 - Barcelona, Spain
• Artifact Evaluation Committee, ACM International Conference on Performance Engineering (ICPE 2023), Coimbra, Portugal.
• TPC Member, 2023 IEEE International Conference on Edge Computing (IEEE EDGE 2023), July 2-8 2022, CHICAGO, ILLINOIS USA
• TPC Member, The Third International Symposium on Advanced Security on Software and Systems (ASSS 2023), July 10-14 2023, Melbourne, Australia
• 2022
• Program Chair, The 22nd IEEE International Conference on Scalable Computing and Communications (ScalCom 2022), December 15-18, 2023, Haikou, Hainan, China.
• PC Member, 33rd IEEE International Symposium on Software Reliability Engineering (ISSRE 2022), October 24-27, 2022, Charlotte, USA.
• TPC Member, 2022 IEEE Global Communications Conference (GLOBECOM 2022), 4 - 8 December 2022 in Rio de Janeiro-RJ Brazil. （CCF-C)
• TPC Member, 2022 IEEE International Conference on Communications (ICC) (ICC 2022), 16–20 May 2022, Seoul, South Korea. （CCF-C)
• PC Member, The Third International Workshop on Intelligent Cloud Computing and Networking (ICCN 2022) in conjunction with IEEE INFOCOM 2022, Virtual Conference. （CCF-A)
• TPC Member, IEEE Wireless Communications and Networking Conference (WCNC 2022), April 10 and April 13, 2022 in Austin, TX, USA. （CCF-C)
• TPC Member, The 19th IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2022), 15-18 December 2022, Haikou, China.
• TPC Member, 2022 IEEE International Conference on Edge Computing (IEEE EDGE 2022), July 10-16 2022, Barcelona, Spain
• TPC Member, International Conference of Modern Systems Engineering Solutions (MODERN SYSTEMS 2022), July 24, 2022 to July 28, 2022 - Nice, Saint-Laurent-du-Var, France.
• TPC Member, The 4th International Conference on High Performance Big Data and Intelligent Systems (HDIS 2022), December 9-11 in Tianjin, China.
• TPC Member, Future of Information and Communication Conference (FICC 2022), March 3-4, 2022 in San Francisco.
• Artifact Evaluation Committee, ACM International Conference on Performance Engineering (ICPE 2022), Beijing, China.
• PC Member, The Third International Conference on Artificial Intelligence, Information Processing and Cloud Computing (AIIPCC 2022), 21-23 June 2022, Kunming, China.
• TPC Member, Future Technologies Conference (FTC 2022), October 20 and 21, 2022, Vancouver, Canada.
• TPC Member, BLOCKCHAIN & CRYPTOCURRENCY CONGRESS (B2C' 2022) (B2C' 2022), 16-18 NOVEMBER 2022, BARCELONA, SPAIN.
• 2021
• Session Chair IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), 25–28 June 2021, Virtual Conference.（CCF-B)
• General Chair, Workshop on Artificial Intelligence based Security for Internet of Things (AiS-IoT 2021), in conjunction with ICDCS 2021, July 8 - 10, 2020, Singapore. （CCF-B）
• PC Member, 32nd IEEE International Symposium on Software Reliability Engineering (ISSRE 2021), Oct 25 - 28, 2021, Wuhan, China.
• Publicity Chair, ACM International Conference on Performance Engineering (ICPE 2021), Rennes, France.
• TPC Member, Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21), February 2-9, 2021. （CCF-A)
• TPC Member, 5th IEEE International Conference on Edge Computing (IEEE EDGE 2021), DECEMBER 18-20 2021, GUANGZHOU, CHINA
• PC Member, The Third International Workshop on Intelligent Cloud Computing and Networking (ICCN 2021) in conjunction with IEEE INFOCOM 2021, Virtual Conference. （CCF-A)
• TPC Member, 2021 IEEE Global Communications Conference (IEEE Globecom 2021), 7-11 December 2021, Madrid, Spain. （CCF-C)
• TPC Member, IEEE Wireless Communications and Networking Conference (WCNC 2021), March 29 and April 1, 2021, Nanjing, China. （CCF-C)
• Technical Program Committee, 11th International Conference on Indoor Positioning and Indoor Navigation (IPIN 2021), Special Session WPTLoc: Localization Techniques in Wireless Power Transfer System, 29 Nov.-2 Dec. 2021, Spain.
• IPC Member, 1st IFSA Winter Conference on Automation, Robotics & Communications for Industry 4.0 (ARCI' 2021), 17-19 February, 2021, Chamonix-Mount-Blanc, France.
• TPC Member, Future of Information and Communication Conference (FICC 2021), 29-30 April 2021, Vancouver, Canada.
• TPC Member, Computing Conference (Computing 2021), 15-16 July 2021, London, United Kingdom.
• PC Member, The First International Symposium on Advanced Security on Software and Systems (ASSS 2021) in conjunction with ACM AsiaCCS'21 (ASSS 2021), 8 June 2021, Hong Kong, China.
• PC Member, The Second International Conference on Artificial Intelligence, Information Processing and Cloud Computing (AIIPCC 2021), 26-28 June 2021, Hangzhou, China.
• PC Member,2nd International Conference on Artificial Intelligence and Big Data (AIBD 2021), March 20-21, 2021, Vienna, Austria
• PC Member,7th International Conference on Artificial Intelligence (ARIN 2021), May 22 ~ 23, 2021, Zurich, Switzerland.
• PC Member,2021 4th International Joint Conference on Robotics and Artificial Intelligence (JCRAI 2021), Chengdu, China during June 21-23, 2021.
• TPC Member, Future Technologies Conference (FTC 2021), October 28-29, 2022, Vancouver, Canada.
• 2020
• General Chair, First Workshop on Intelligent Offloading for Internet of Things (IOIoT 2020), in conjunction with ICCCN 2020, August 3-6, 2020, Honolulu, Hawaii, USA. （CCF-C）
• General Chair, Workshop on Computing and Scheduling in Wireless Power and Communication Networks (CSWPCN 2020), in conjunction with ICDCS 2020, July 8 - 10, 2020, Singapore. （CCF-B）
• PC Member, 31st IEEE International Symposium on Software Reliability Engineering (ISSRE 2020), Coimbra, Portugal.
• PC Member, 2nd International Workshop on Intelligent Cloud Computing and Networking (ICCN 2020) in conjunction with IEEE INFOCOM 2020, Beijing, China. （CCF-A)
• TPC Member, International Conference on Machine Learning, IOT and Blockchain (MLIOB 2020), November 28 ~ 29, 2020, Dubai, UAE.
• TPC Member, 2020 International Workshop on Service Robotics (IWoSR 2020), Tokyo, Japan.
• Session Chair The 22nd IEEE International Conference on High Performance Computing and Communications (HPCC 2020), December 14-16, 2020，Fiji.
• TPC Member, Future Technologies Conference (FTC 2020), Vancouver, Canada.
• TPC Member, Computing Conference (Computing 2020), 16-17 July 2020, London, United Kingdom
• TPC Member, Future of Information and Communication Conference (FICC 2020), San Francisco, United States.
• TPC Member, 2020 Global Mosharaka Congress on Networking and Communications (GMC-NetCom 2020), 6-8 March 2020, Athens, Greece.
• TPC Member, 4th Annual International Conference on Data Science and Business Analytics (ICDSBA 2020)  Changsha, China.
• TPC Member, International Conference on Machine Learning, IOT and Blockchain (MLIOB 2020)  November 28 ~ 29, 2020, Dubai, UAE.
• 2019
• Workshop Chair, PC Member, 30th IEEE International Symposium on Software Reliability Engineering (ISSRE 2019), Berlin, Germany.
• Work in Progress and Vision Track Chair, Session Chair PC Member, ACM International Conference on Performance Engineering (ICPE 2019), Mumbai, India.
• Session Chair, Conference on Intelligent Computing, Communication & Applied Technologies (CICCAT 2019), Dec 22-25 2019, Shanhhai, China.
• Committee Chair, Asia Pacific Society for Computing and Information Technology (APSCIT)
• TPC Member, Multi-tier Big Data Pipelines from Edge to the Cloud Data Centers(Big Data Pipelines 2019) in conjunction with IEEE HiPC 2019, Hyderabad, India.
• PC Member, 1st International Workshop on Intelligent Cloud Computing and Networking (ICCN 2019) in conjunction with IEEE INFOCOM 2019, Paris, France. （CCF-A)
• TPC Member, Computer Vision Conference (CVC 2019),  Las Vegas, Nevada, United States.
• TPC Member, Future Technologies Conference (FTC 2019), San Francisco, United States.
• TPC Member, Future of Information and Communication Conference (FICC 2019), San Francisco, United States.
• TPC Member, Intelligent Systems Conference (IntelliSys 2019)  London, UK.
• PC Member, 17th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA 2019)  Xiamen, China.
• TPC Member, 5th International Conference of Pioneering Computer Scientists, Engineers and Educators (ICYCSEE 2019)  Guilin, China.
• TPC Member, 3rd Annual International Conference on Data Science and Business Analytics (ICDSBA 2019)  Istanbul, Turkey.
• 2018
• Publicity Chair, PC Member, ACM International Conference on Performance Engineering (ICPE 2018), Berlin, Germany.
• PC Member, Conference on Quantitative Evaluation of SysTems (QEST 2018), Beijing, China.
• PC Member, 15th European Performance Engineering Workshop (EPEW 2018), Paris, France.
• PC Member, 5th Annual International Conference on Computer Science and Applications (CSA 2018), Chongqing, China.
• 2017
• Student Forum Chair, PC Member, Conference on Quantitative Evaluation of SysTems (QEST 2017), Berlin, Germany.
• PC Member, 14th European Performance Engineering Workshop (EPEW 2017), Berlin, Germany.

Journal Reviews:

• IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
• IEEE Communications Surveys and Tutorials (COMST)
• IEEE/ACM Transactions on Networking (TON)
• IEEE Journal on Selected Areas in Communications (JSAC)
• IEEE Transactions on Parallel and Distributed Systems (TPDS)
• IEEE Transactions on Mobile Computing (TMC)
• IEEE Transactions on Knowledge and Data Engineering (TKDE)
• IEEE Transactions on Information Forensics and Security (TIFS)
• IEEE Transactions on Dependable and Secure Computing (TDSC)
• IEEE Transactions on Services Computing (TSC)
• IEEE Transactions on Image Processing (TIP)
• IEEE Transactions on Industrial Informatics (TII)
• IEEE Transactions on Wireless Communications (TWC)
• IEEE Transactions on Communications (TCOM)
• IEEE Transactions on Cybernetics (TCYB)
• IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• IEEE Transactions on Systems, Man and Cybernetics: Systems (TSMC)
• IEEE Transactions on Intelligent Transportation Systems (TITS)
• IEEE Transactions on Evolutionary Computation (TEVC)
• IEEE Transactions on Multimedia (TMM)
• IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)
• IEEE Transactions on Emerging Topics in Computating (TETC)
• IEEE Transactions on Sustainable Computing (T-SUSC)
• IEEE Transactions on Vehicular Technology (TVT)
• IEEE Transactions on Cloud Computing (TCC)
• IEEE Transactions on Cognitive Communications and Networking (TCCN)
• IEEE Transactions on Network Science and Engineering (TNSE)
• IEEE Transactions on Network and Service Management (TNSM)
• IEEE Transactions on Green Communications and Networking (TGCN)
• IEEE Transactions on Multi-Scale Computing Systems (TMSCS)
• IEEE Transactions on Cognitive and Developmental Systems (TCDS)
• IEEE Transactions on Signal and Information Processing over Networks (TSIPN)
• IEEE Transactions on Big Data (TBD)
• IEEE Transactions on Artificial Intelligence (TAI)
• IEEE Transactions on Computational Social Systems (TCSS)
• IEEE Transactions on Automation Science and Engineering (TASE)
• IEEE Transactions on Computational Intelligence Magazine (TCIM)
• IEEE Transactions on Consumer Electronics (TCE)
• ACM Transactions on Sensor Networks (TOSN)
• ACM Transactions on Internet Technology (TOIT)
• IEEE Internet of Things Journal (IoT-J)
• IEEE Systems Journal (ISJ)
• IEEE Sensors Journal
• IEEE Network Magazine
• IEEE Internet of Things Magazine (IoT-M)
• IEEE Intelligent Systems (IS)
• IEEE Consumer Electronics Magazine (CEMAG)
• IEEE Communications Letters (CL)
• IEEE Wireless Communications Letters (WCL)
• IEEE Signal Processing Letters (SPL)
• IEEE Networking Letters (LNET)
• IEEE Open Journal of the Communications Society
• IEEE Access
• Journal of Network and Computer Applications (JNCA)
• Journal of Systems and Software (JSS)
• Journal of Cloud Computing
• Journal of Parallel and Distributed Computing
• Journal of Supercomputing
• Journal of Computational Design and Engineering
• Future Generation Computer Systems (FGCS)
• Cluster Computing (CLUS)
• Neurocomputing
• Frontiers of Computer Science (FCS)
• Performance Evaluation (PEVA)
• Expert Systems With Applications
• Vehicular Communications
• Concurrency and Computation: Practice and Experience (CPE)
• Software: Practice and Experience (SPE)
• Signal Processing: Image Communications (SPIC)
• International Journal of Distributed Sensor Networks (IJDSN)
• International Journal of Communication Systems (IJCS)
• Science China Information Sciences (SCIS)
• Science China Technological Sciences (SCTS)
• Complex & Intelligent Systems (CAIS)
• Computer Communications (COMCOM)
• Computing
• Sustainable Cities and Society
• Big Data Research
• Applied Intelligence
• Physical Communication
• Artificial Intelligence Review
• Chinese Journal of Electronics
• China Communication
• IET Communications
• Wireless Personal Communications
• Environmental Monitoring and Assessment
• CSEE Journal of Power and Energy Systems
• Electronics Letters
• Sensors

Teaching:

• Winter semester, 2017/2018: Probability Theory and Mathematical Statistics
• Winter semester, 2019/2020: Advanced Mathematics
• Winter semester, 2020/2021: Probability Theory and Mathematical Statistics
• Winter semester, 2021/2022: Probability and Statistics
• Spring semester, 2021/2022: Data Visualization

Honors/Awards

• 天津大学第十五届"我心目中的十佳好导师"
• "江苏省高等学校科学技术研究成果奖三等奖"
• "Publons Top Peer Reviewer Award 2019", Recognized as One of the Top 1 Percent of Peer Reviewers in Computer Science, Publons
• "Publons Top Peer Reviewer Award 2019", Recognized as One of the Top 1 Percent of Peer Reviewers in Cross-field, Publons
• "Exemplary Reviewr ", IEEE Transaction on Communications (TCOM), 2022
• "Excellent Reviewer", IEEE Transactions on Network Science & Engineering, 2022
• "Outstanding Reviewer Award", Future Generation Computer Systems, 2018
• "Innovative Talent Promotion Program of Tianjin", Tianjin city, 2018
• "National Fund for Scientific and Technological Development (FONDECYT)", external reviewer, 2020
• "Outstanding Invited Speaker", SCML 2019
• "Alibaba Living Water Scholar", Alibaba Group, 2018
• "Outstanding Invited Speaker", APSCIT-CITR 2018
• "Shen Zhikang Prize", Tianjin University, 2018
• "Outstanding Doctoral Dissertation Award (summa cum laude)", Freie Universität Berlin, Germany, 2015
• "Student Travel Grant", ACM Sigmetrics, 2013
• "Mathematical Contest in Modeling", Meritorious Winner, 2020 (Faculty Advisor)

Useful Links:

• Guide 2 Research
• CSRankings: Computer Science Rankings
• Conference Rankings
• CCF Recommended Conferences
• 中国计算机学会推荐国际学术会议和期刊目录
• CORE Rankings Portal
• Networking Conferences Statistics
• Recent Call for Papers
• How to do a PhD Research
• Writing a technical paper

Last Updated: June 2019