Welcome to Huaming Wu's Homepage

Contact Information

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

Research Interests:

• Mobile and Cloud Computing
• Internet of Things (IoT)
• Mobile Edge Computing
• Heterogeneous Networks (HetNets)
• Edge Intelligence
• Deep Metric Learning

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)
• "Touchable anatomy teaching virtual reality system", sponsored by Major Science and Technology Project of Tianjin, No. 18ZXRHSY00160, 2018-2021 (CO-PI)
• "Efficient learning using deep learning in wireless environment, sponsored by HPI Future SOC Lab, 2019-2020 (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)
• "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:

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类）
2. [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类）
3. [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, accepted, 2020. （CCF: A类）
4. [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. (中科院一区，ESI Highly Cited Paper)
5. [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 , accepted, 2020 (中科院一区, IF=9.112)
6. [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:9.936)
7. [IoT-J] Mohammadreza Razian, Mohammad Fathian, Huaming Wu, Ahmad Akbari, Rajkumar Buyya. SAIoT: Scalable Anomaly-aware Services Composition in CloudIoT Environments. IEEE Internet of Things Journal, accepted, 2020 (中科院一区, IF:9.936)
8. [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, IEEE Internet of Things Journal, accepted, 2020 (中科院一区, IF:9.936)
9. [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: 5.91, CCF: B类, 中科院一区）
10. [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类，中科院一区)
11. [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: 5.768, 中科院一区, top）
12. [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:5.921，中科院一区)
13. [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. (中科院二区)
14. [CL] Xiaotong Yu, Xiangyi Li, Huaming Wu*, Yang Bai. DS-NLCsiNet: Exploiting Non-local Neural Networks in MIMO CSI Feedback. IEEE Communications Letters, accepted, 2020 (中科院二区)
15. [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:4.66，中科院二区)
16. [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:2.788，中科院三区)
17. [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类)
18. [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. (CCF C类，中科院二区)
19. [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. (CCF C类，中科院二区)
20. [NEURO] 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)
21. [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. (中科院三区)
22. [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. (中科院三区)
23. [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. (中科院三区)
24. [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.
25. [ACCESS] Huaming Wu. Multi-Objective Decision-Making for Mobile Cloud Offloading: A Survey [PDF]. IEEE ACCESS, vol. 6, pp. 3962-3976, 2018. (中科院二区)
26. [ACCESS] Bowen Wu, Huaming Wu*. Scalable Similarity-Consistent Deep Metric Learning for Face Recognition [PDF]. IEEE ACCESS, vol. 7, pp. 104759 - 104768, 2019. (中科院二区)
27. [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. (中科院二区)
28. [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. (中科院二区)
29. [IEL] Yuan Yang, Huaming Wu, Peng Dai, Bo Zhang. One Time-step Particle Smoothing for Radio Range-based Indoor Position Tracking [PDF]. IET Electronics Letters, Vol. 56, No. 7, 360–362, 2020. (中科院四区)
30. [IEL] 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)
31. [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.
32. [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.
33. 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.
34. [TC] Muhammed Tawfiqul Islam, Huaming Wu, Shanika Karunasekera, Rajkumar Buyya. SLA-based Scheduling of Spark Jobs in Hybrid-Cloud Environment. IEEE Transactions on Computers，major revision.（CCF: A类）
35. [TCYB] Pengfei Jiao, Xuan Guo, Wang Zhang, Qiang Tian, Huaming Wu*, and Di Jin. Role Discovery Guided Network Embedding based on Autoencoder and Attention Mechanism. IEEE Transactions on Cybernetics, revision（IF: 11.079, CCF: B类, 中科院一区）
36. [TNNLS] Pengfei Jiao, Xin Jing, Di Jin, Xuan Guo, Huaming Wu, Shirui Pan, Maoguo Gong, Wenjun Wang. Temporal Network Embedding for Link Prediction via VAE joint Attention Mechanism. IEEE Transactions on Neural Networks and Learning Systems, revision（IF: 8.793, CCF: B类, 中科院一区）
37. [TCSVT] Dong Wang, Kun Shang, Huaming Wu. Decoupled R-CNN: Sensitivity-Specific Detector for Higher Accurate Localization. IEEE Transactions on Circuits and Systems for Video Technology, in revision （IF: 4.133, CCF: B类, 中科院二区）
38. [Sensors] Dong Wang, Huaming Wu. IoU Regression with Consistent Sampling for Accurate Detection Confidence. Sensors, in revision （IF: 3.275, 中科院二区）
39. [IoT-J] Guang Peng, Huaming Wu, Han Wu, Katinka Wolter. Constrained Multi-objective Optimization for IoT-enabled Computation Offloading in Collaborative Edge and Cloud Computing. IEEE Internet of Things Journal, under review. (中科院一区, IF:9.936)
40. [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. Information Sciences, under review, （IF: 5.91, CCF: B类, 中科院一区）
41. [TMC] Min Xue, Huaming Wu, Minxian Xu and Pengfei Jiao EosDNN: An Efficient Offloading Scheme for DNN Inference Acceleration in Cloud-Edge Collaborative Environments. IEEE Transactions on Mobile Computing, under review.（CCF: A类）
42. [TMC] Junqi Chen, Huaming WuDAEE: Delay-Aware Energy-Efficient Online Offloading for 5G-based IoT-Edge Systems. IEEE Transactions on Mobile Computing, under review. (CCF A)
43. [TC] Minxian Xu, Chenghao Song, Huaming Wu, Sukhpal Singh Gill, Kejiang Ye, Chengzhong Xu. esDNN: An Efficient Supervised Learning and Deep Learning based Approach for Multivariate Workload Prediction in Cloud Computing Environments. IEEE Transactions on Computers，under review.（CCF: A类）
44. [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. Journal of Systems Architecture, under review. (CCF: B类)
45. [SUPE] M. SriRaghavendra, Priyanka Chawla, Huaming Wu, Sukhpal Singh Gill. NextGenFog: An Effective Framework for QoS-aware Service Placement for IoT Applications in Fog Computing Environment. Journal of Supercomputing，under review.
46. [ASC] Pengfei Jiao, Ruili Lu, Di Jin, Yinghui Wang, Huaming Wu. Layer Information Similarity Concerned Network Embedding. Applied Soft Computing, under review

Conference Papers:

47. [ICASSP] Guanjin Qu, Huaming Wu*. DMRO: Deep Meta Reinforcement Learning-based Task Offloading for Edge-Cloud Computing. 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, under review
48. [ECTA] Guang Peng, Huaming Wu*, Han Wu and Katinka Wolter. Evolutionary Large-scale Sparse Multi-objective Optimization for Collaborative Edge-cloud Computation Offloading. 12th International Joint Conference on Computational Intelligence, accepted, 2020
49. [MSN] Tianhui Meng, Huaming Wu*, Zhihao Shang, and Yubin Zhao. CoOMO: Cost-efficient Computation Outsourcing with Multi-site Offloading for Mobile-Edge Services. The 16th International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan on 17 - 19 December 2020 , accepted. (CCF: C类)
50. [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. The 16th International Conference on Mobility, Sensing and Networking (MSN 2020), Tokyo, Japan on 17 - 19 December 2020 , accepted. (CCF: C类)
51. [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类)
52. [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类)
53. [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.
54. [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类)
55. [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类)
56. [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.
57. [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类）
58. [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.
59. [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.
60. [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.
61. [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类）
62. [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.
63. [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.
64. [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类）
65. [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类）
66. [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类）
67. [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类）
68. [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:

69. 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 (in press).
70. Huaming Wu. Analysis of mHealth Systems with Multi-Cloud Computing Offloading [PDF]. Mobile Health, pp. 589-608. Springer International Publishing, 2013.

Patent:

• Yu, X., Bai, Y., He, Y., Hao, Z., Chen, S.Wu, H. 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]. 2020.8.18

• 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

• 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

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), Member, Computer Society, Communications Society
• ACM (Association for Computing Machinery), Member
• CCF (China Computer Federation), Senior Member
• CIC (China Institute of Communications), Senior Member
• IRTF (Internet Research Task Force)

Editorial Services:

• Academic Editor, Wireless Communications and Mobile Computing（CCF: C类）, 2020-
• Guest Editor, Journal of Systems Architecture（CCF: B类）, Special Issue on Resource Management for Edge Intelligence, 2020-2021 [Call for Papers]
• 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 [Call for Papers]
• Lead Guest Editor, Security and Communication Networks（CCF: C类）, Special Issue on Security Threats to Artificial Intelligence-Driven Wireless Communication Systems, 2019-2020 [Call for Papers]
• Lead Guest Editor, Wireless Communications and Mobile Computing（CCF: C类）, Special Issue on Deep Learning Driven Wireless Communications and Mobile Computing, 2018-2019 [Published]
• 青年编委, 《计算机工程》（CCF: C类）, 2020-2023

Conference Activities:

• 2021
• 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)
• 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, IEEE Wireless Communications and Networking Conference (WCNC 2021), March 29 and April 1, 2021, Nanjing, China. （CCF C)
• 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.
• 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类）
• 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类）
• PC Member, 31th 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.
• 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, 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 Communications Surveys and Tutorials (COMST)
• IEEE/ACM Trans. Networking (TON)
• IEEE Internet of Things Journal (IoT-J)
• IEEE Internet of Things Magazine (IoT-M)
• IEEE Trans. Parallel and Distributed Systems (TPDS)
• IEEE Trans. Industrial Informatics (TII)
• IEEE Trans. Mobile Computing (TMC)
• IEEE Trans. Wireless Communications (TWC)
• IEEE Trans. Communications (TCOM)
• IEEE Trans. Evolutionary Computation (TEVC)
• IEEE Trans. Information Forensics and Security (TIFS)
• IEEE Trans. Neural Networks and Learning Systems (TNNLS)
• IEEE Trans. Vehicular Technology (TVT)
• IEEE Trans. Services Computing (TSC)
• IEEE Trans. Cloud Computing (TCC)
• IEEE Trans. Cybernetics (TCYB)
• IEEE Trans. Image Processing (TIP)
• IEEE Trans. Multimedia (TMM)
• IEEE Trans. Systems, Man and Cybernetics: Systems
• IEEE Trans. Emerging Topics in Computational Intelligence (TETCI)
• IEEE Trans. Sustainable Computing (T-SUSC)
• IEEE Trans. Green Communications and Networking (TGCN)
• IEEE Trans. Cognitive Communications and Networking (TCCN)
• IEEE Trans. Multi-Scale Computing Systems (TMSCS)
• IEEE Intelligent Systems (IS)
• IEEE Sensors Journal
• IEEE Consumer Electronics Magazine (CEMAG)
• IEEE Communications Letters (CL)
• IEEE Signal Processing Letters (SPL)
• IEEE Networking Letters (LNET)
• IEEE Access
• Journal of Network and Computer Applications (JNCA)
• Future Generation Computer Systems (FGCS)
• Journal of Systems and Software (JSS)
• Neurocomputing
• Performance Evaluation (PEVA)
• Expert Systems With Applications
• IEEE Systems Journal
• Signal Processing: Image Communications (SPIC)
• International Journal of Distributed Sensor Networks (IJDSN)
• International Journal of Communication Systems (IJCS)
• Concurrency and Computation: Practice and Experience (CPE)
• Software: Practice and Experience (SPE)
• SCIENCE CHINA Information Sciences (SCIS)
• Sensors
• Computing
• Journal of Cloud Computing
• Physical Communication
• China Communication
• Environmental Monitoring and Assessment

Teaching:

• Winter semester, 2017/2018: Probability Theory and Mathematical Statistics
• Winter semester, 2019/2020: Advanced Mathematics

Honors/Awards

• "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
• "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