Welcom to Dr. Xiaofei Wang's Website! 欢迎来到我的个人网站!


您好!~ 안녕하세요!~ Hi!~

I am Xiaofei Wang, currently a full professor in Tianjin University. My research interests include future internet, edge computing, 5G mobile networks, social big data and so on. ❤ I am quite an interest-driven guy, and I love music, movie, eating, and traveling... Research is luxurious, but life isn't. Howsoever, we must enjoy both. ☕
我是王晓飞,目前是天津大学的教授,我的科研工作主要是边缘计算、边缘智能、区块链、物联网与智慧城市等。我是极为兴趣驱动的那种人,喜欢音乐,电影,美食,旅行…… 科研其实是非常奢侈的,但生活并不是,无论如何,我们要学会享受两者。

♫ I am looking for brilliant students with dreams - let's realize them together!
我正在寻觅怀揣梦想的年轻人,让我们一起来实现美梦吧!

❦ Call for Ph.D studnets and Post-doctorial research fellows! 征有志向的博士生和博士后,如果是985/211/双一流的本硕加一定的科研经历我可以直接录取,不是也没事,经验与实力终究可以证明一切。编程和系统强或数学强是很重要的,但更重要的是态度正、有个性、有想法。有意者请联系xiaofeiwang@tju.edu.cn!


News 最新动态

✌ 2021.09 - Our paper "PAIRPQ: An Efficient Path Index for Regular Path Queries on Knowledge Graphs" wins the Best Paper Award of APWeb-WAIM (CCF-C)! Congratulations!
我们投稿的论文“PAIRPQ: An Efficient Path Index for Regular Path Queries on Knowledge Graphs”最终获得了APWeb-WAIM (CCF-C类会议) 的最佳论文奖,恭喜!!

✌ 2021.09 - Our paper "Socialized Learning for Smart Cities: Cognitive Paradigm, Methodology, and Solution" has been accepted by top journal IEEE Wireless Communications(CAS/JCR-1, IF:9.515) ! Congratulations!
我们论文“Socialized Learning for Smart Cities: Cognitive Paradigm, Methodology, and Solution”录取在旗舰期刊IEEE Wireless Communications (CAS/JCR-1, IF:11.979)上,恭喜!!

✌ 2021.09 - Our paper "Multi-Task Offloading Strategy Optimization based on Directed Acyclic Graphs for Edge Computing" is accepted in IOTJ (CAS/JCR-1, IF:9.515) ! This paper has been updated many times during 1 year. Always believe that efforts will be fruitful!
太棒啦!我们论文“Multi-Task Offloading Strategy Optimization based on Directed Acyclic Graphs for Edge Computing”录取在IOTJ (CAS/JCR-1, IF:9.515)上,该论文的工作在这一年期间迭代了很多次,相信努力就有收获!

✌ 2021.08 We have a rich harvest in the ICC. Our papers about federated learning and blockchain-based system have all been accepted by GLOBECOM (CCF-C conference)! Thank you for all your efforts!
GLOBECOM大丰收,我们关于联邦学习与区块链系统的两篇论文均已被GLOBECOM(CCF-C类会议)录用了!感谢各位同学的努力!

✌ 2021.07 - Our paper "Spatial-Temporal-Social Multi-Feature-based Fine Grained Hot Spots Prediction for Content Delivery Services in 5G Era" is accepted in CIKM(CCF-B) ! This paper has been updated three versions during more than 1 year. Always believe that efforts will be fruitful!
太棒啦!我们论文“Spatial-Temporal-Social Multi-Feature-based Fine Grained Hot Spots Prediction for Content Delivery Services in 5G Era”录取在了CIKM会议论文(CCF-B)上,该论文的工作和撰写经过3战终于录取CIKM,战斗持续1年多,相信努力就有收获!

✌ 2021.07 - Our paper "Credible Internet of Intelligence Towards Future Multi-Dimensional Connection" is accepted in IEEE Network(CAS/JCR-1, IF:8.808) ! Congratulations!
太棒啦!我们一篇关于物联网多维度连接的论文“Credible Internet of Intelligence Towards Future Multi-Dimensional Connection”录取在了旗舰杂志IEEE Network(中科院1区,影响因子8.808)上,恭喜!

✌ 2021.06 - Our paper "Neighboring-Aware Caching in Heterogeneous Edge Networks by Actor-Attention-Critic Learning" wins the Best Paper Award of ICC2021 (IEEE International Communication Conference)! Congratulation! Always believe in the power of edge computing!
我们的论文“Neighboring-Aware Caching in Heterogeneous Edge Networks by Actor-Attention-Critic Learning”获得了ICC2021(IEEE国际通信大会)的最佳论文奖,喜事连连,这就是“相信边缘计算的力量”! 查看证书

✌ 2021.06 - Our paper "Resource Trading with Hierarchical Game for Computing Power Network Market" and "PAIRPQ: An Efficient Path Index for Regular Path Queries on Knowledge Graphs" are accepted in APWeb-WAIM (CCF-C) ! Congratulations!
我们关于计算资源的分层博弈优化与关于知识图谱的路径查询的论文被APWeb-WAIM(CCF-C)会议录用了!恭喜!

✌ 2021.05 - Our paper "Anchored Users Selection for Traffic Offloading Optimization in D2D-aided Mobile Edge Computing" is accepted in IEEE IoTJ (CAS/JCR-1, IF:9.515) ! Congratulations!
太棒啦!我们一篇关于锚点用户选择的论文“Anchored Users Selection for Traffic Offloading Optimization in D2D-aided Mobile Edge Computing”录取在了旗舰杂志IEEE IoTJ(中科院1区,影响因子9.515)!恭喜!

✌ 2021.03 Our book "Edge AI" is selected as the annual high-influence list of Chinese authors in the field of computer science released by Springer. This is Springer's top 12 popular Chinese computer book written by chinese author in the world. 6000+ readers purchase our book which shows the influence of our work!
我们撰写的书籍《Edge AI》入选了Springer发布的计算机科学领域的中国作者年度高影响力榜单,这是Springer旗下全球Top12的华人计算机书籍,6000+的购买量展示了大家对我们工作的认同!

✌ 2021.01 We has a rich harvest in the ICC. Our papers on adaptive and Collaborative edge inference, edge caching and edge computing offloading have all been accepted by ICC (CCF-C conference)! Thank you all for your efforts!
ICC大丰收,我们关于协作边缘推理,边缘缓存与边缘计算卸载的三篇论文均已被ICC(CCF-C类会议)录用了!感谢各位同学的努力!

✌ 2021.01 - Congratulations! The three projects we applied with the Electric Power Research Institute have been successfully established. We are responsible for 1.39 million yuan out of 10.38 million yuan. This is an in-depth integration of edge intelligence and power networks. We will continue to work hard and strengthen the cooperation between us.
太棒了,我们与电科院合作的三个项目都成功立项了,三个项目总金额1038.6万元,我们负责了139万元,这是边缘智能与电力网络的深入融合,我们会继续努力,加强合作。

✌ 2021.01 - We have received great achievements in the first week of the new year. Our papers on Internet of Vehicles and edge computing platforms are accepted by IOTJ and JSA respectively. Keep going!
2021,起航,新年第一周我们就收获了不错的成果,我们关于车联网与边缘计算平台的论文分别被IOTJ (CAS/JCR-1, IF:9.515) 和JSA (CAS/JCR-2, IF:2.552) 录取了,继续加油!

✌ 2020.12 - Good news arrive one by one. Our work "Edge Cloud Cluster Scheduling System Controlled by Edge Autonomous Center" won the first place in the "first Huawei Cloud Technology Innovation Competition". I am proud of my students!
好事连连迎新年,我们在华为云首届技术创新大赛中提交的作品“边缘自治中心管控的边云集群调度系统”荣获第一名,同学们好样的!

✌ 2020.12 - With the perfect ending for 2020, we will enter 2021. The projects "Construction of 5G cloud edge collaborative smart city " and "Intelligent management of 5G infrastructure" we applied have been successfully established. We are here in 2021 !
2020年完美收官,带着好消息进入新的一年,我们申请的项目“5G基础设施智能运维管理”,“5G云边协同智慧城市建设”都已成功立项了,2021年我们来了!

✌ 2020.12 - Snow augurs good years, and the new journey continues. Finally, our paper "Tailored Learning-Based Scheduling of Kubernetes-Oriented Edge-Cloud System" on cloud-side collaboration and cloud-side collaboration resource optimization is accepted to INFOCOM(CCF-A) with high scores. Thanks all for your hard work. See you online in Vancouver!
瑞雪兆丰年,新的旅途还在继续。终于我们关于云边协同云边协同资源优化的文章"Tailored Learning-Based Scheduling of Kubernetes-Oriented Edge-Cloud System"以高分的成绩录取到了A类顶会INFOCOM上。感谢各位老师与同学的努力。温哥华,我们线上见!

✌ 2020.11 - Thanks to all my friends, I got the award "2020 annual Young Scientist" of the CCF Distributed Computing and System Committee. : )
感谢各位支持,我很荣幸能荣获“2020年度中国计算机学会分布式计算与系统专委会青年科学家奖”!: )

✌ 2020.11 - Our paper "Net-in-AI: A Computing-Power Networking Framework with Adaptability, Flexibility and Profitability for Ubiquitous AI" is accepted in IEEE Network (CAS/JCR-1, IF:8.8) ! Congratulations!
太棒啦!我们一篇关于云边端协同算力网络的论文“Net-in-AI: A Computing-Power Networking Framework with Adaptability, Flexibility and Profitability for Ubiquitous AI”录取在了旗舰杂志IEEE Network(中科院1区,影响因子8.8)!恭喜!

✌ 2020.10 - Our paper "Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching " is accepted in the top journal in the area, IEEE JSAC (CCF-A, CAS/JCR-1, IF:11.42)!! Congratulations!
我们的“基于注意力机制的联邦强化学习算法”的论文录取在了领域顶级期刊IEEE JSAC,CCF-A类,中科院1区,影响因子11.42! 恭喜!

✌ 2020.08 - We have 2 papers about "Blockchain-Assisted Edge Intelligence" and "Mobility-Aware Caching for Ultra-Dense Mobile Edge Computing" accepted in IEEE GLOBECOM2020 (CCF-C) Congratulations!
我们的“基于区块链的边缘智能”与“超密边缘计算的移动感知缓存”的2篇论文录取在了知名通讯学术会议IEEE GLOBECOM2020!(CCF-C)恭喜!

✌ 2020.07 - Our paper ``Networking Integrated Cloud-Edge-End in IoT: A Blockchain-Assisted Collective Learning Approach'' is accepted in IEEE IoT Journal (CAS/JCR-1, IF:9.515)! Congratulations!
我们的“基于区块链和集体学习的端边云协同算网融合”的论文录取在了物联网旗舰刊物IEEE IoT Journal!!(中科院1区,影响因子9.515)恭喜!

✌ 2020.06 - It's a long trip! Our paper ``Virtual Machine Placement Optimization in Mobile Cloud Gaming through QoE-Oriented Resource Competition'' is accepted in IEEE Transactions on Cloud Computing (CAS/JCR-1, IF:5.967) ! Congratulations!
看花开花落花开,终于我们关于边缘云游戏的论文“Virtual Machine Placement Optimization in Mobile Cloud Gaming through QoE-Oriented Resource Competition”的文章录取到了云计算旗舰期刊IEEE Transactions on Cloud Computing(中科院1区,影响因子5.967)!恭喜!

✌ 2020.05 - Hooray! We have one interesting paper ``AI-Chain: A Blockchain Energized Edge Intelligence for Beyond 5G Networks'' accepted in IEEE Networks (CAS/JCR-1, IF:7.5) ! Congratulations!
太棒了,我们一篇关于“AI-Chain:面向后5G网络中区块链赋能边缘智能”的新文章录取到了旗舰杂志IEEE Networks(中科院1区,影响因子7.5)!恭喜!

✌ 2020.03 - Our paper "Federated Deep Reinforcement Learning for Internet of Things with Decentralized Cooperative Edge Caching" is accepted in IEEE IoT Journal (CAS/JCR-1, IF:9.515)! Congratulations!
我们关于融合联邦学习和边缘缓存的论文"Federated Deep Reinforcement Learning for Internet of Things with Decentralized Cooperative Edge Caching"录取到了行业顶级期刊IEEE IoT Journal(中科院1区,影响因子9.515),恭喜!!

✌ 2020.01 - We got an "epic" survey paper accepted in IEEE Communications Surveys & Tutorials (CAS/JCR-1, IF:23). Remember the name, "Convergence of Edge Computing and Deep Learning: A Comprehensive Survey", it must be a great success!
我们在行业顶级刊物IEEE COMST上录取了一篇史诗级关于边缘智能的综述文章,COMST为中科院1区,影响因子是领域内最高的23. 让我们记住论文名字吧:"Convergence of Edge Computing and Deep Learning: A Comprehensive Survey",这必然是一个伟大的胜利!

✌ 2020.02 - Another interesting paper on social D2D is accepted in Springer WWW Journal (CAS/JCR-3, CCF-B, IF:1.77), "Measurement and Analysis on Large-Scale Offline Mobile App Dissemination over Device-to-Device Sharing in Mobile Social Networks" Congratulations!!
我们关于大规模D2D社交网络的一篇测量分析的论文录取到了WWWJ(CCF-B,中科院3区,影响因子1.77),恭喜!

✌ 2020.01 - Hooray! Our paper "STCS: Spatial-Temporal Collaborative Sampling in Flow-aware Software Defined Networks" is accepted in the top journal in the area, IEEE JSAC (CCF-A, CAS/JCR-1, IF:9.302)!!
WOW!我们的关于SDN时空协同采样流感知的论文录取到了领域顶级期刊IEEE JSAC,CCF-A类,中科院1区,影响因子9.302!

✌ 2019.11 - We got a paper accepted in AAAI (CCF-A)! The top AI conference! "D2D-LSTM: LSTM-based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks"! The 1st author is another 1st-year MS student! :-D Thank you!
我们的论文“D2D-LSTM: LSTM-based Path Prediction of Content Diffusion Tree in Device-to-Device Social Networks”被录取到了人工智能顶级会议AAAI(CCF-A)!本文的一作是又是一个大三就来组里实习的激情四射的孩子,刚刚研究生一年级入学!:-D 谢谢你们的努力!

✌ 2019.10 - Our paper "Computation Offloading with Multi-Agent in Edge Computing-supported IoT" is accepted in ACM Transactions on Sensor Networks (CCF-B,IF:2.507,CAS/JCR-3)! You know the 1st author is only the 1st-year MS student! :-D Thank you!
我们的论文“Computation Offloading with Multi-Agent in Edge Computing-supported IoT”被录取到了ACM Transactions on Sensor Networks(CCF-B,IF:2.507,中科院3区)!你知道吗,本文的一作是大三就来组里实习,然后刚刚研究生一年级入学!:-D 谢谢!

✌ 2019.05 - Thanks to all my friends, I got the award as "One of the 10 Distinguished Young Scholars of Tianjin University. : )
感谢各位支持,我很荣幸入选“天津大学第二十五届十佳杰出青年教工”!: )

......

Academic Positions 学术经历

  • 2016-PresentProfessor 教授(长聘)

    School of Computer Science and Technology, Tianjin University, China
    计算机科学与技术学院,天津大学,中国

  • 2014-2016Post-doctoral Researcher 博士后研究员

    School of Electrical and Computer Engineering, The University of British Columbia, Canada
    电气与计算机工程学院,英属哥伦比亚大学,加拿大

  • 2008-2013Ph.D. (Doctor of Science) 博士

    School of Computer Science and Engineering, Seoul National University, South Korea
    计算机科学与工程学院,首尔国立大学,韩国

  • 2006-2008Master of Science 硕士

    School of Computer Science and Engineering, Seoul National University, South Korea
    计算机科学与工程学院,首尔国立大学,韩国

  • 2001-2005Bachelor of Science 学士

    School of Computer Science and Technology, Huazhong University of Science and Technology, China
    计算机科学与技术学院,华中科技大学,中国

Selected Awards 科研奖励

2018 #### ###
####
2017 CCF-Intel Young Faculty Researcher Program
CCF-Intel青年学者提升计划
2017 Tianjin University Peiyang Young Scholar
天津大学北洋青年学者
2017 IEEE ComSoc Fred W. Ellersick Prize
IEEE通信学会“年度最佳杂志论文奖"
2016 ####### #### ###
####
2015 IEEE Outstanding Service Award (CLOUDCOM)
IEEE杰出服务奖
2012 CSC Outstanding Self-financed Students Abroad
教育部留学基金委海外优秀博士留学生奖学金
2008-2011 ITPA Outstanding Foreign Students Scholarship
韩国政府ITPA优秀留学生政府奖学金

Selected Papers 代表论文

王晓飞,博士,天津大学智能与计算学部教授,博导,国家海外高层次人才引进计划(青年千人),中国计算机学会 分布式专委会青年科学家奖,2017年IEEE通讯协会年度最佳杂志论文奖获得者,ACM Rising Star(Tianjin),天津大学北洋青年学者。主要研究边缘智能理论、边缘计算架构、云边协同应用(物联网与智慧城市)等,发表论文120余篇(含SCI论文60余篇),其中包括中科院1区/CCF-A类论文23篇,中科院2区/CCF-B类论文24篇,ESI高引6篇,热引1篇,谷歌学术引用5000次,申请发明专利20余项。担任多个一二区期刊副编委和专刊编委,主持了国家自然科学基金青年和面上项目、科技部重点研发计划课题和子课题等,也负责了电信、华为、圣戈班、电科院等企业项目二十余项。


Read more

Cache In The Air: Exploiting Content Caching and Delivery Techniques for 5G Systems

Authors: Xiaofei Wang, Min Chen, Tarik Taleb, Adlen Ksentini, Victor C. M. Leung
Publication: IEEE Communications, Vol.52, No.2, February, 2014. (SCI, CAS/JCR-1, IF: 10.435)

In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

Authors: Xiaofei Wang, Yiwen Han, Chenyang Wang, Qiyang Zhao, Xu Chen, Min Chen
Publication: IEEE Network Magazine, vol.33, no.5, 2019. (IF:7.197, CAS/JCR-1)

Convergence of Edge Computing and Deep Learning: A Comprehensive Survey

Authors: Xiaofei Wang, Yiwen Han, Victor C. M. Leung, Dusit Niyato, Xueqiang Yan, Xu Chen
IEEE Communications Surveys & Tutorials, 2020. (IF:22.973,CAS/JCR-1)

Attention-Weighted Federated Deep Reinforcement Learning for Device-to-Device Assisted Heterogeneous Collaborative Edge Caching

Authors: Xiaofei Wang, Ruibin Li, Chenyang Wang, Xiuhua Li*, Tarik Taleb, Victor C. M. Leung,
IEEE JSAC, 2020. (CAS/JCR-1, IF:11.41)

Tailored Learning-Based Scheduling of Kubernetes-Oriented Edge-Cloud System

Authors: Yiwen Han, Shihao Shen, Xiaofei Wang, Shiqiang Wang, Victor C. M. Leung
Publication: IEEE International Conference on Computer Communications (INFOCOM), 2021. (CCF-A类)

List of Publications 所有科研论文列表

A dream you dream alone is only a dream,
A dream you dream together is reality.
—— John Lennon

一个人的梦想只是白梦一场,一群人共同的梦想终将会成为现实.
—— 约翰·列侬