基本信息

• 职称：教授，博士生导师

• 研究方向：物联网、边缘计算、人工智能

• 邮箱：tianwang@bnu.edu.cn

教育背景

• 2008/10–2011/10，香港城市大学，计算机科学，博士

• 2004/9 – 2007/6，中南大学，计算机应用技术，硕士

• 2000/9 – 2004/6，中南大学，计算机科学与技术，学士

工作经历

• 2021.2 - 今，北京师范大学，教授

• 2018 - 今，Waseda University（早稻田大学），客座研究员

• 2018 - 2019，澳门大学，访问研究员

• 2014/8 - 2014/10，香港理工大学，电子计算学系，Postdoctoral Fellow，合作导师：曹建农（IEEE FELLOW）

• 2012/8 - 2012/10，香港城市大学，计算机科学系，Research Associate

• 2006/10 - 2008/9，香港城市大学，计算机科学系，Research Assistant

成果概况

王田，教育部“大数据云边智能协同”工程研究中心主任，北京师范大学教授，博士生导师，国家级青年拔尖人才，科技部重点研发计划项目主持人，广东普通高校创新团队带头人。香港城市大学博士，入选全球前2%顶尖科学家终身榜单，入选北京师范大学领军人才培育计划。从事物联网、边缘智能领域的研究工作，在IEEE/ACM Transactions系列期刊上发表论文30余篇。论文被引13000多次，H指数68，ESI高被引论文10篇(含3篇ESI热点论文)，授权发明专利30项(转让1项)，主持科技部国家重点研发计划1项、国家自然科学基金5项，获湖南省自然科学二等奖、福建省科技进步二等奖、福建省自然科学三等奖。              

主要从事物联网、边缘智能领域的研究工作，作为国内最早研究边缘计算的学者之一，曾主持国内最早的关于边缘计算的国家级课题。近年来，致力于将边缘智能的理论研究应用于实际应用，通过产学研合作，为企业增收超千万。目前任ACM珠海分会副主席、中国电子学会物联网专委会青年常委、CCF杰出会员、CCF网络与数据通信专委会常委、CCF 物联网专委会委员、CCF普适计算专委会委员、CCF珠海分部执行委员会委员；曾任CCF YOCSEF(厦门)2018-2019主席。

主要获奖与荣誉

• 国家“万人计划”青年拔尖人才

• 福建省自然科学杰出青年项目（“省杰青”）

• 福建省“百千万人才工程”省级人选

• 王田科普作品——《物联网概念及发展科普》入选2023 CCF优秀科普视频（年度共10项）

• 福建省自然科学奖，三等奖，2021

• 福建省科技进步奖，二等奖，2020

• 湖南省自然科学奖，二等奖，2015

• 指导研究生荣获CCF推荐会议MSN 2023唯一最佳学生论文奖

• CCF YOCSEF(厦门)2018-2019主席

• Waseda University（早稻田大学）客座研究员

• 福建省“高校杰出青年科研人才”

• 厦门市“海外高层次留学人员”

• 泉州市高层次人才

• 厦门市科学技术进步奖，二等奖，2020

• 十四届福建省自然科学优秀学术论文，一等奖，2020

• 厦门市科学技术进步奖，三等奖，2018

• 十二届福建省自然科学优秀学术论文，三等奖，2016

• 福建省优秀专业硕士学位论文奖(导师)，2019

• 福建省优秀硕士学位论文奖（导师），2016

• 湖南省优秀硕士学位论文奖，2009

科研项目（主持）

• 国家重点研发计划“战略性科技创新合作”重点专项，2022YFE0201400, 基于分布式边缘智能的合作视频监控，2022/06-2024/05, 200万元，在研，主持

• 国家自然科学基金面上项目，62372047, 异构传感云系统中合作式边缘智能关键技术研究，2024/01/01-2027/12/31，50万元，在研，主持

• 国家自然科学基金面上项目，62172046，传感云系统中云-边-端数据协同关键技术研究，2022/01-2025/12，在研，主持

• 福建省自然科学基金项目（杰青项目），2020J06023，物联网中云-边-端数据协同关键技术研究，2020/11-2023/11，已结题，主持

• 国家自然科学基金面上项目，61872154，基于雾计算模式的传感云可信数据收集技术，2019/01-2022/12，已结题，主持

• 福建省社会科学规划一般项目，FJ2018B038，网络恶意舆情信息溯源与安全风险评估研究，2018/10-2020/09，已结题，主持。

• 福建省自然科学基金面上项目, 2018J01092, 基于雾计算模式的传感云安全问题研究，2018/04-2021/04，已结题，主持。

• 福建省高校杰出青年科研人才培育计划项目，基于雾计算的传感云安全问题研究，2017/08-2020/07，已结题，主持。

• 国家自然科学基金面上项目，61572206，基于移动雾节点的传感云关键技术研究，2016/01-2016/12，已结题，主持。

• 福建省自然科学基金面上项目，2014J01240，运动式视频监控的路径规划，2014/01-2016/12，已结题，主持。

• 国家自然科学基金青年项目，61202468，基于可移动摄像头的协同式安全监控和目标跟踪，2013/01-2015/12，已结题，主持。

学术兼职

Associate Editors：

• International Journal of Computers and Applications（Taylor & Francis）

• International Journal of Cognitive Computing in Engineering

Guest Editors：

• Journal of Software: Practice and Experience- Edge Intelligence Software Systems for Internet of Autonomous Unmanned Vehicles (CCF B期刊，2021-2022)

• Journal of Systems Architecture-Special Issue on Trustworthiness and Privacy in Sensor-Cloud Systems (CCF B, SCI 3区期刊，2020-2021)

• Cluster Computing-Special Issue on Security and Privacy in Sensor Cloud Integration（SCI 3区期刊，2017-2018）

• Concurrency and Computation: Practice and Experience （CCPE）- Special Issue on Security and Privacy Issues in Fog Computing (SCI期刊，CCF推荐期刊，2017-2018)

General Chairs:

• The 21st International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP 2021, CCF 推荐会议)

• The International Symposium on Sensor-Cloud Systems (SCS 2017-2023)

• International Workshop on Fog Computing Technologies and Applications (FogCom 2019)

• The First International Workshop on Edge Computing and Artificial Intelligence based Sensor-Cloud System (ECAISS 2019)

• The 18th IEEE International Conference on Embedded and Ubiquitous Computing (IEEE EUC 2020)

Workshop Chairs:

• The 16th International Conference on Mobility, Sensing and Networking (IEEE MSN 2020)

• The 17th International Conference on Mobility, Sensing and Networking (IEEE MSN 2021)

• The IEEE/ACM International Workshop on Quality of Service (IWQoS 2021)

特邀报告

• CCF CNCC(中国计算机大会) 2023“第四届泛在智能环境下的移动就散论坛——智能驱动互联”，沈阳，2023.10.27，中国计算机学会

• “Distributed Mobile Computing Offloading and Edge Intelligence”, The 2nd International Conference on Ubiquitous Security (UbiSec 2022), held in Guangzhou, China, December 28-31, 2022.

• “Sensor-Cloud and Edge Computing: Overview, Solutions and Directions”, The 1st International Conference on Ubiquitous Security (UbiSec 2021), held in Guangzhou, China, December 28-31, 2021.

• “Edge Computing and Edge Intelligence in Sensor-Cloud System”, 19th International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020), 2020.12.31

• “When Sensor-Cloud Meets Fog Computing”, 2018 Special Session on Collaborative Computing with Cloud and Client Workshop (C4W 2018), Guangzhou, China, October 7-11, 2018.

• “当传感云遇上雾计算”，第三届CCF智能感知与城市计算前沿论坛，CCF普适计算专委会, 厦门，中国，2019年6月1日

• Edge Intelligence and its applications in Sensor-Cloud System, The 3rd International Workshop on Cyberspace Security （IWCSS 2019）, Guangzhou, China, 2019.11.12

Book Chapter

• Tian Wang, Jiyuan Zhou, Hao Luo, Yang Li, Md ZakirulAlam Bhuiyan, Mobile Sensor and Cloud Computing with the Aid of the Crowd, BOOK-Crowd Assisted Networking and Computing, September, 2018, CRC Press, Taylor & Francis, USA, ISBN 9780429843594

代表性科研论文

• (1) Yandi Li, Jianxiong Guo*, Yupeng Li, Tian Wang*, Weijia Jia. Adversarial Bandits with Multi-User Delayed Feedback: Theory and Application. IEEE Transactions on Mobile Computing, 2024, DOI: 10.1109/TMC.2024.3362237

• (2) Tian Wang*, Yucheng Lu, Jianhuang Wang, Hong-Ning Dai, Xi Zheng, Weijia Jia, EIHDP: Edge-Intelligent Hierarchical Dynamic Pricing Based on Cloud-Edge-Client Collaboration for IoT Systems, IEEE Transactions on Computers, 2021,70(8): 1285-1298 CCF A, ESI高被引论文

• (3) Xuxun Liu, Peihang Lin, Tang Liu, Tian Wang*, Anfeng Liu, Wenzheng Xu, Objective-Variable Tour Planning for Mobile Data Collection in Partitioned Sensor Networks, IEEE Transactions on Mobile Computing, 2022,21(1):239-251 CCF A, ESI高被引论文

• (4) Shangrui Wu, Yupeng Li, Yang Xu, Qin Liu, Weijia Jia, Tian Wang*, "EKDF: An Ensemble Knowledge Distillation Framework for Robust Collaborative Inference on Heterogeneous Edge Devices," in 2023 19th International Conference on Mobility, Sensing and Networking (MSN). IEEE, 2023.Best Student Paper Award

• (5) Haodong Zou, Yupeng Li, Xiaowen Chu, Changfu Xu, Tian Wang*, Improving Fairness in Coexisting 5G and Wi-Fi Network on Unlicensed Band with URLLC[C], 2023 IEEE/ACM 31th International Symposium on Quality of Service (IWQoS 2023), IEEE, 2022: 1-10.

• (6) Yuzhu Liang, Wenhua Wang*, Xi Zheng, Qin Liu, Liang Wang, Tian Wang*, Joint Service Placement and Data Cleaning in Distributed Collaborative Edge Computing[C], 2023 IEEE/ACM 31th International Symposium on Quality of Service (IWQoS 2023), IEEE, 2022: 1-4.

• (7) Tian Wang, Bing Sun, Liang Wang, Xi Zheng, Weijia Jia, EIDLS: An Edge-Intelligence-based Distributed Learning System over Internet of Things, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2023, 53(7): 3966-3978

• (8) Tian Wang, Yuzhu Liang, Xuewei Shen, Xi Zheng, Adnan Mahmood, Quan Z. Sheng, Edge Computing and Sensor-Cloud Overview, Solutions, and Directions. ACM Computing Surveys, 2023, 55(13):1-37.

• (9) Yuzhu Liang, Mujun Yin, Yilin Zhang, Wenhua Wang*, Weijia Jia, Tian Wang*, Grouping Reduces Energy Cost in Directionally Rechargeable Wireless Vehicular and Sensor Networks, IEEE Transactions on Vehicular Technology, 2023, 72(8): 10840-10851

• (10) Tian Wang, Yang Li, Weiwei Fang, Wenzheng Xu, Junbin Liang, Yewang Chen, Xuxun Liu, A Comprehensive Trustworthy Data Collection Approach in Sensor-Cloud Systems, IEEE Transactions on Big Data, 2022,8(1): 140-151 ESI高被引论文

• (11) Tian Wang, Yan Liu, Xi Zheng, Hong-Ning Dai, Weijia Jia, Mande Xie*. Edge-based Communication Optimization for Distributed Federated Learning. IEEE Transactions on Network Science and Engineering, 2022, 9(4):2015-2024.

• (12) Tian Wang, Pan Wang, Shaobin Cai, Xi Zheng, Ying Ma*, Weijia Jia, Guojun Wang, Mobile Edge-Enabled Trust Evaluation for the Internet of Things. Information Fusion, 2021,75:90-100 IF: 13.669

• (13) 刘艳，王田*，彭绍亮，王国军，贾维嘉，基于联邦学习的模型清洗和设备聚类方法，计算机学报, 2021,44(12): 2517-2530 CCF A

• (14) 张依琳, 梁玉珠, 尹沐君, 全韩彧, 王田*, 贾维嘉，移动边缘计算中计算卸载方案研究综述, 计算机学报, 2021,44(12): 2408-2432 CCF A

• (15) 孙兵，刘艳，王田*，彭绍亮，王国军，贾维嘉，移动边缘网络中联邦学习效率优化研究综述，计算机研究与发展，2022,59(7):1439-1469 CCF A

• (16) Tian Wang, Haoxiong Ke, Alireza Jolfaei, Mohammad Sayad Haghighi, Sheng Wen, Shuqiang Huang*, Missing Value Filling Based on the Collaboration of Cloud and Edge in Artificial Intelligence of Things, IEEE Transactions on Industrial Informatics, 2022,18(8):5394-5402.

• (17) Tian Wang, Quan Yang, Xuewei Shen, Thippa Reddy Gadekallu*, Weizheng Wang, Kapal Dev, A Privacy-Enhanced Retrieval Technology for Cloud-assisted Internet of Things, IEEE Transactions on Industrial Informatics, 2022, 18(7):4981-4989. ESI高被引论文

• (18) Tian Wang, Yilin Zhang, Neal N. Xiong, Shigen Shen, Shuqiang Huang, An Effective Edge-Intelligent Service Placement Technology for 5G-and-beyond Industrial IoT, IEEE Transactions on Industrial Informatics, 2022,18(6): 4148-4157

• (19) Tian Wang, Yuzhu Liang, Yi Yang, Guangquan Xu, Hao Peng, Anfeng Liu, and Weijia Jia, An Intelligent Edge-Computing-Based Method to Counter Coupling Problems in Cyber-Physical Systems, IEEE Network, 2020, 34(3):16-22 1区

• (20) Tian Wang, Guangxue Zhang, Anfeng Liu, Md Zakirul Alam Bhuiyan, Qun Jin, A Secure IoT Service Architecture with an Efficient Balance Dynamics Based on Cloud and Edge Computing, IEEE Internet of Things Journal, 2019,6(3):4831-4843. IF: 9.515，1区，物联网领域顶级期刊 ESI热点论文

• (21) Tian Wang*, Jiyuan Zhou, Anfeng Liu, Md Zakirul Alam Bhuiyan, Guojun Wang, Weijia Jia. Fog-based Computing and Storage Offloading for Data Synchronization in IoT, IEEE Internet of Things Journal, 2019, 6(3): 4272-4282. IF: 9.515，1区，物联网领域顶级期刊 ESI热点论文

• (22) Tian Wang*, Md Zakirul Alam Bhuiyan, Guojun Wang, Arafatur Rahman, Jie Wu, and Jiannong Cao, Big Data Reduction for a Smart City’s Critical Infrastructural Health Monitoring, IEEE Communications Magazine, 2018,56(3):128-133.IF: 10.356，1区 ESI高被引论文

• (23) Tian Wang, Haoxiong Ke, Xi Zheng, Kun Wang, Arun Kumar Sangaiah, Anfeng Liu, Big Data Cleaning Based on Mobile Edge Computing in Industrial Sensor-Cloud, IEEE Transactions on Industrial Informatics, 2020,16(2): 1321-1329  IF: 7.377 ESI高被引论文

• (24) Tian Wang, Md Zakirul Alam Bhuiyan, Guojun Wang, Lianyong Qi*, Jie Wu, and Thaier Hayajneh, Preserving Balance between Privacy and Data Integrity in Edge-Assisted Internet of Things, IEEE Internet of Things Journal, 2020,7(4):2679-2689. IF: 9.515，1区，物联网领域顶级期刊 ESI高被引论文

• (25) Tian Wang, Hao Luo, Xiangxiang Zeng, Zhiyong Yu, Anfeng Liu, Arun Kumar Sangaiah, Mobility Based Trust Evaluation for Heterogeneous Electric Vehicles Network in Smart Cities, IEEE Transactions on Intelligent Transportation Systems, 2021, 22(3): 1797-1806

• (26) Tian Wang, Zhihan Cao, Shuo Wang, Jianhuang Wang, Lianyong Qi, Anfeng Liu, Mande Xie, Xiaolong Li, Privacy-Enhanced Data Collection Based on Deep Learning for Internet of Vehicles, IEEE Transactions on Industrial Informatics, 2020,16(10):6663-6672 ESI高被引论文

• (27) Tian Wang, Lei Qiu, Arun Kumar Sangaiah, Anfeng Liu, Md Zakirul Alam Bhuiyan, Ying Ma. Edge-Computing-based Trustworthy Data Collection Model in the Internet of Things, IEEE Internet of Things Journal, 2020,7(5):4218-4227 ESI高被引论文

• (28) Tian Wang, Xuewei Shen, Mohammad S. Obaidat, Xuxun Liu, Shaohua Wan, Edge-Learning-based Hierarchical Prefetching for Collaborative Information Streaming in Social IoT Systems, IEEE Transactions on Computational Social Systems, 2022, 9(1): 302-312. SCI

• (29) Tian Wang, Lei Qiu, Arun Kumar Sangaiah, Guangquan Xu, Anfeng Liu, Energy-efficient and Trustworthy Data Collection Protocol Based on Mobile Fog Computing in Internet of Things, IEEE Transactions on Industrial Informatics, 2020,16(5):3531-3539. IF: 7.377, 1区 ESI高被引论文

• (30) Tian Wang, Hao Luo, Xi Zheng, Mande Xie. Crowdsourcing Mechanism for Trust Evaluation in CPCS based on Intelligent Mobile Edge Computing. ACM Transactions on Intelligent Systems and Technology, 2019, 10(6): 62. IF: 2.861 ESI高被引论文

• (31) Tian Wang, Hao Luo, Weijia Jia, Anfeng Liu, Mande Xie, MTES: An Intelligent Trust Evaluation Scheme in Sensor-Cloud Enabled Industrial Internet of Things, IEEE Transactions on Industrial Informatics, 2020,16(3): 2054-2062 IF: 7.377, 1区 ESI高被引论文

• (32) Tian Wang, Yuzhu Liang, Yilin Zhang, Xi Zheng, Muhammad Arif, Jin Wang, Qun Jin*, An Intelligent Dynamic Offloading from Cloud to Edge for Smart IoT Systems with Big Data, IEEE Transactions on Network Science and Engineering, 2020,7(4):2598-2607 IF:5.213

• (33) Tian Wang, Dan Zhao, Shaobin Cai, Weijia Jia*, Anfeng Liu, Bidirectional Prediction-based Underwater Data Collection Protocol for End-Edge-Cloud Orchestrated System, IEEE Transactions on Industrial Informatics, 2020,16(7):4791-4799, IF: 7.377, 1区 ESI热点论文

• (34) Tian Wang, Pan Wang, Shaobin Cai, Ying Ma, Anfeng Liu, Mande Xie, A Unified Trustworthy Environment Establishment based on Edge Computing in Industrial IoT, IEEE Transactions on Industrial Informatics, 2020,16(9):6083-6091 ESI高被引论文

• (35) Xuxun Liu, Tian Wang*, Weijia Jia, Anfeng Liu, Quick Convex Hull-Based Rendezvous Planning for Delay-Harsh Mobile Data Gathering in Disjoint Sensor Networks, IEEE Transactions on Systems Man Cybernetics-Systems, 51(6):3844-3854, 2021 ESI高被引论文

• (36) Xuxun Liu, Mohammad S. Obaidat, Chi Lin, Tian Wang*, and Anfeng Liu, "Movement-Based Solutions to Energy Limitation in Wireless Sensor Networks: State of the Art and Future Trends", IEEE Network, 35(2): 188-193, 2021. ESI高被引论文

• (37) Hai Tao, Md Zakirul Alam Bhuiyan, Md Arafatur Rahman, Tian Wang*, Jie Wu, Sinan Q. Salih, Yafeng Li, Thaier Hayajneh, TrustData: Trustworthy and Secured Data Collection for Event Detection in Industrial Cyber-Physical System, IEEE Transactions on Industrial Informatics, 2020,16(5):3311- 3321 ESI高被引论文

• (38) Ying Ma, Yunjie Lei, Tian Wang*, A Natural Scene Recognition Learning Based on Label Correlation, IEEE Transactions on Emerging Topics in Computational Intelligence, 2022, 6(1): 150 - 158. SCI

• (39) Tian Wang, Yang Li, Guojun Wang, Jiannong Cao, Md Zakirul Alam Bhuiyan, Weijia Jia, Sustainable and Efficient Data Collection from WSNs to Cloud, IEEE Transactions on Sustainable Computing, 2019,4(2):252-262. SCI

• (40) Tian Wang, Yuzhu Liang, Yujie Tian, Md Zakirul Alam Bhuiyan, Anfeng Liu, A. Taufiq Asyhari, Solving Coupling Security Problem for Sustainable Sensor-Cloud Systems based on Fog Computing, IEEE Transactions on Sustainable Computing, 2021,6(1):43-53. SCI

• (41) Tian Wang, Jiyuan Zhou, Xinlei Chen, Guojun Wang, Anfeng Liu, Yang Liu, A Three-Layer Privacy Preserving Cloud Storage Scheme based on Computational Intelligence in Fog Computing, IEEE Transactions on Emerging Topics in Computational Intelligence, 2018,2(1):3-12.

• (42) Tian Wang, Wenhua Wang, Anfeng Liu, Shaobin Cai, Jiannong Cao, Improve the Localization Dependability for Cyber-Physical Applications, ACM Transactions on Cyber-Physical Systems, 2018,3(1):6

• (43) Tian Wang, Zhen Peng, Junbin Liang, Sheng Wen, MD Zakirul Alam Bhuiyan*, Yiqiao Cai, Jiannong Cao, Following Targets for Mobile Tracking in Wireless Sensor Networks, ACM Transactions on Sensor Networks, 2016, 12(4):31.1-31.24.  CCF B类期刊，IF: 2.507，3区

• (44) Tian Wang*, Weijia Jia, Guoliang Xing, Minming Li, Exploiting Statistical Mobility Models for Efficient Wi-Fi Deployment, IEEE Transactions on Vehicular Technology, 2013, 62(1):360-373.IF: 5.339，2区

授权发明专利

• (1) 王田，李洋，钟必能，王成，田晖，一种基于多移动基站的传感云数据收集方法，2019.11.12，中国，ZL2016106501493

• (2) 王田，李洋，蔡绍滨，田晖，陈永红，蔡奕侨，一种可信的传感云数据收集评估方法，2019.12.17，中国，ZL201710248824.4

• (3) 王田，罗皓，王成，蔡绍滨，高振国，一种基于移动雾节点的传感云底层节点信任评价方法，2021.08.03，中国，ZL201811548674.X

• (4) 王田，黄海阳，赵俊杰，王成，吴尤可，社交网络中基于移动节点的辟谣方法，2021.03.09，中国，ZL201811139993.5

• (5) 王田，张广学，梁玉珠，沈雪微，罗浩，基于雾计算和分层信任评价机制的隐藏数据攻击检测方法，2021.02.02，中国，ZL201810455236.2

• (6) 王田，梅雅欣，曹芷晗，柯浩雄，卢煜成，王盼，一种基于边缘计算的传感云数据安全低成本存储方法，2021.08.31，中国，ZL201910496964.2

• (7) 王田，朱勇，蔡绍滨，高振国，一种基于AUV三维移动模型的水下传感网数据收集方法，2021.11.02，中国，ZL201910329048.X

• (8) 王田，周际援，梁玉珠，沈雪微，罗皓，邱磊，一种基于雾计算模式的差异性云同步方法，2021.08.31，中国，ZL201810749961.0

• (9) 王田，邱磊，蒋文贤，蔡绍滨，高振国，一种传感网中基于信任值效用的移动式可信数据收集方法，2022.05.03，中国，ZL201910339065.1

• (10) 王田，罗皓，王成，蔡绍滨，高振国，一种基于众包的传感云底层节点信任评价方法，2022.03.04，中国，ZL201910354785.5

• (11) 王田，赵丹，蔡绍滨，王盼，卢煜成，柯浩雄，一种基于水下边缘设备的两级双向预测获取数据方法，2022.05.03，中国，ZL201910795830.0

• (12) 王田，梁玉珠，张依琳，一种云边协同的智能动态卸载算法，2022.05.03，中国，ZL201911296890.4

• (13) 王田，张依琳，王泽恩，贾维嘉，一种基于分布式机器学习的智能计算卸载优化方法，2022.12.23，中国，ZL202110584327.8