一、标准制定:
1. 团体标准《信息技术应用 创新数据安全通用技术规范》,标准号:T/COSOCC 013--2024,归口单位:中国基本建设优化研究会,发布时间:2024年4月10日
2. 团体标准《信息安全技术 电子数据收集提取技术要求》,标准号:T/COSOCC 006--2024,归口单位:中国基本建设优化研究会,发布时间:2024年4月10日
3. 团体标准《人工智能驱动的校园欺凌防控管理技术规范》,标准号:T/CI 557-2024,归口单位:中国国际科技促进会标准化工作委员会,发布时间:2024年11月1日
二、代表性科研论文
(1) Yuting Li, Wenhua Wang and Tian Wang*, pFSSL-D: Generalization Meets Personalization in Dual-Phase Federated Semi-Supervised Learning. ICDE 2025, CCF A
(2) Shangrui Wu, Yupeng Li, Wenhua Wang, Jianxiong Guo, Wentao Fan, Qin Liu, Weijia Jia, Shui Yu, Jiannong Cao, Tian Wang*. Enhancing Collaborative Inference on Heterogeneous Edge Devices via Adaptive Ensemble Knowledge Distillation. IEEE Journal on Selected Areas in Communications, 2025. CCF A
(3) Yuzhu Liang, Mujun Yin, Wenhua Wang, Qin Liu, Liang Wang, Xi Zheng and Tian Wang*. Collaborative Edge Server Placement for Maximizing QoS with Distributed Data Cleaning. IEEE Transactions on Services Computing, 2025, DOI: 10.1109/TSC.2025.3552337. CCF A
(4) Fengyi Huang, Wenhua Wang, Qin Liu, Jianxiong Guo, Wentao Fan, Weijia Jia, Jiannong Cao, and Tian Wang*. DRMQ: Dynamic Resource Management for Enhanced QoS in Collaborative Edge-Edge Industrial Environments. IEEE Transactions on Service Computing, 2025, DOI: 10.1109/TSC.2025.3539201. CCF A
(5) Changfu Xu, Jianxiong Guo, Yupeng Li, Haodong Zou, Weijia Jia, and Tian Wang*. Dynamic Parallel Multi-Server Selection and Allocation in Collaborative Edge Computing. IEEE Transactions on Mobile Computing, 2024, 23(11): 10523 - 10537. CCF A
(6) 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, 23(10): 9383 - 9397. CCF A
(7) 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
(8) 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
(9) Changfu Xu, Jianxiong Guo, Jiandian Zeng, Yupeng Li, Jiannong Cao, and Tian Wang*. Incorporating Startup Delay into Collaborative Edge Computing for Superior Task Efficiency. 2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS), IEEE, 2024: 1-10. Best Paper Award
(10) Haodong Zou, Yupeng Li, Jiandian Zeng, Jianxiong Guo, Jiannong Cao, Tian Wang*. Fine-Grained Service Lifetime Optimization for Energy-Constrained Edge-Edge Collaboration. 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS), IEEE, 2024: 565-576.
(11) Changfu Xu, Jianxiong Guo, Jiandian Zeng, Shengguang Meng, Xiaowen Chu, Jiannong Cao, and Tian Wang*. Enhancing AI-Generated Content Efficiency through Adaptive Multi-Edge Collaboration. 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS), IEEE, 2024: 960-970.
(12) Yuzhu Liang, Guo Li, Jianxiong Guo, Qin Liu, Xi Zheng, Tian Wang*. Efficient Request Scheduling in Cross-Regional Edge Collaboration via Digital Twin Networks. 2024 IEEE/ACM 32nd International Symposium on Quality of Service (IWQoS), IEEE, 2024: 1-6.
(13) Fengyi Huang, Wenhua Wang*, Tian Wang. Dynamic Resource Management for Enhanced QoS in Collaborative Edge-Edge Industrial Environments. 2024 Twelfth International Conference on Advanced Cloud and Big Data (CBD), IEEE, 2024: 314-320. Best Paper Award
(14) Zhiqing Tang, Wentao Peng, Jianxiong Guo, Jiong Lou, Hanshuai Cui, Tian Wang, Yuan Wu, and Weijia Jia. LRScheduler: A Layer-aware and Resource-adaptive Container Scheduler in Edge Computing. The 20th International Conference on Mobility, Sensing and Networking (MSN), IEEE, 2024: 244-251. Best Paper Award
(15) Xuan Xie, Yuting Hu, Xinpu Chen, Yumin Lin, Zhiqing Tang, Jianxiong Guo, Tianle Zhang, and Tian Wang. Fast and efficient layer-aware container vulnerability patching. The Fourth International Conference on Ubiquitous Security (UbiSec), 2024: 1-15. Best Paper Award
(16) Wenhua Wang, Quan Yang, Yuzhu Liang, Yang Xu, Qin Liu, Tian Wang*. Heterogeneous Device Collaboration Based Federated Learning for Big Data Applications. ACM Transactions on Big Data, DOI: 10.1109/TBDATA.2024.3404104.
(17) 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. 2023 19th International Conference on Mobility, Sensing and Networking (MSN), IEEE, 2023: 191-198. Best Student Paper Award
(18) Zhihan Cao, Xi Zheng, Jianxiong Guo, Weijia Jia, Yang Xu, Tian Wang*. Cost-Effective Dynamic Alliance Pricing Mechanism Based on Distributed Edge-Intelligence. The 21st lEEE International Symposium on Parallel and Distributed Processing with Applications (IEEE ISPA), IEEE, 2024, 11(21): 34471-34481. Outstanding Paper Award
(19) Haodong Zou, Yupeng Li, Xiaowen Chu, Changfu Xu, Tian Wang*. Improving Fairness in Coexisting 5G and Wi-Fi Network on Unlicensed Band with URLLC. 2023 IEEE/ACM 31th International Symposium on Quality of Service (IWQoS 2023), IEEE, 2023: 1-10.
(20) Yuzhu Liang, Wenhua Wang*, Xi Zheng, Qin Liu, Liang Wang, Tian Wang*. Collaborative Edge Service Placement for Maximizing QoS with Distributed Data Cleaning. 2023 IEEE/ACM 31th International Symposium on Quality of Service (IWQoS 2023), IEEE, 2023: 1-4.
(21) 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.
(22) 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.
(23) 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
(24) 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
(1) 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.
(2) 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
(3) 刘艳,王田*,彭绍亮,王国军,贾维嘉,基于边缘的联邦学习模型清洗和设备聚类方法,计算机学报, 2021,44(12): 2517-2530 CCF A
(4) 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
(5) 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
(6) 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.
(7) 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
(8) 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
(9) 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
(10) 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
(11) 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
(12) 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
(13) 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
(14) 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
(15) 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
(16) 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
(17) 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
(18) 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
(19) 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
(20) 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
(21) 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
(22) 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
(23) 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
(24) 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
(25) 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
(26) 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
(27) 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.
(28) 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
(29) 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
(30) 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
三、授权发明专利:
(1) 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 (已实现转化30万元)
(2) 王田,梁玉珠,张依琳,王文华,贾维嘉. 一种边缘协同的数据清洗方法,2024.11.29,ZL202211330179.8
(3) 王田,梅雅欣,梁玉珠,张依琳,贾维嘉,一种数据安全存储与同步更新的自适应阈值调整方法,2024.8.30,中国,ZL202111199720.1
(4) 王田,吴尤可,彭臻,基于蓝牙的匿名团体投票方法,2016.05.18,中国,ZL2013105356249
(5) 王田,安博阳,基于蓝牙的名片传输方法,2016.04.13,中国,ZL2013100872299
(6) 王田,许迪文,王成,钟必能,张国亮,蔡奕侨,一种手机打车的订单自动选择方法, 2018.05.25,中国,ZL201510236530.0
(7) 王田,苏耕民,钟必能,陈永红,蔡奕侨,田晖,王成,一种行车跟随方法和系统, 2018.04.17,中国,ZL201510236744.8
(8) 王田,吴尤可,文晟,钟必能,王成,吴群,一种基于机器学习的网络用户安全状态评估方法,2018.11.27,中国,ZL2016104797479
(9) 王田,王文华,陈永红,田晖,蔡奕侨,王成,一种基于移动设备自身信息的无线定位方法,2019.02.26,中国,ZL2016101204838
(10) 王田,文晟,吴群,吴尤可,梁俊斌,赖永炫,一种基于反向传播的网络风险源头追溯方法,2019.02.26,中国,ZL2016104822786
(11) 王田,吴群,蔡绍滨,陈永红,田晖,蔡奕侨,一种基于微观状态预测的网络风险控制方法,2019.05.03,中国,ZL2016108830673
(12) 王田,缪海星,蒋文贤,王文华,吴尤可,一种基于时延受限的无线传感网中移动式能量补充方法,2019.06.04,中国,ZL2016108794893
(13) 王田,曾建电,吴尤可,钟必能,陈叶旺,基于已知轨道的多摄像头合作接力监控方法,2019.12.13,中国,ZL2017103521926
(14) 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
(15) 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
(16) 王田,张依琳,孙兵,吴尤可,张亿文,高振国,一种移动边缘计算中服务放置的智能混合优化方法,2020.11.19,中国,ZL202011305251.2
(17) 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
(18) 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
(19) 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
(20) 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
(21) 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
(22) 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
(23) 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
(24) 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
(25) 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
(26) 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
(27) 王田,沈雪微,卢煜成,曹芷晗,柯浩雄,一种基于边缘计算的大数据隐私化检索方法,2022.06.07,中国,ZL 201910605082.5
(28) 王田,黄海阳,梅雅欣,卢煜成,曹芷晗,柯浩雄,吴尤可,社交网络中基于谣言传播模型的免疫回溯辟谣方法,2022.07.01,中国,ZL201911011212.9
(29) 王田,刘艳,尹沐君,於志勇,高振国,张忆文,一种基于边缘的联邦学习模型清洗和设备聚类方法、系统、设备和可读存储介质,2022.11.01,中国,ZL 202011166681.0
(30) 王田,邱磊,梁玉珠,罗皓,沈雪微,蒋文贤,一种基于节点信任值虚拟力的可信数据收集方法,2022.11.01,中国,ZL201910999966.3
(31) 王田,王盼,柯浩雄,梅雅欣,卢煜成,曹芷晗,一种基于边缘移动节点的传感云信任评估方法和系统,2022.12.06,中国,ZL201910706957.0
(32) 王田,梁玉珠,沈雪微,罗皓,杨毅,一种基于智能边缘计算的传感云低耦合控制方法,2023.03.31,中国,ZL201910360627.0
(33) 王田,曹芷晗,卢煜成,於志勇,高振国,张忆文,一种车联网中基于同态加密的联邦学习隐私保护方法,2023.05.09,中国,ZL202011413354.0
(34) 王田,孙兵,张依琳,张忆文,高振国,一种基于边缘智能的设备评估和联邦学习重要性聚合方法、系统、设备和可读存储介质,2023.09.01,中国,ZL202011155848.3
(35) 王田,曹芷晗,张依琳,刘艳,尹沐君,孙兵,一种基于深度学习的隐私增强数据处理方法和系统,2023.09.01,中国,ZL202010518162.X