时空数据挖掘分析

时序知识图谱

态势计算理论与技术

   

081201-计算机系统结构
081203-计算机应用技术

时空数据挖掘分析
时序知识图谱
态势计算

2011-07--2017-07   中国科学院计算技术研究所   工学博士
2007-09--2011-06   北京理工大学   学士

   

2020-09~现在, 中国科学院计算技术研究所, 副研究员
2017-07~2020-09,中国科学院计算技术研究所, 助理研究员

   

（1） 中国指挥与控制学会CICC科学技术进步奖一等奖, 一等奖, 其他, 2022
（2） 中国指挥与控制学会CICC科学技术进步奖二等奖, 二等奖, 其他, 2020

[1] 孙涛, 吴琳, 徐勇军, 王飞. 一种基于嵌入-混合的轨迹数据增强及轨迹识别方法. CN: CN112949628A, 2021-06-11.
[2] 徐勇军, 孙涛, 王飞, 吴琳. 一种轨迹识别模型训练方法及轨迹识别方法. CN: CN112766339A, 2021-05-07.
[3] 王佳楷, 王飞, 徐勇军, 吴琳. 一种用于目标跟踪的多假设树虚拟化管理方法. CN: CN112181667A, 2021-01-05.
[4] 宋仕肖, 郑天垚, 王飞. 基于DSP加速计算板卡的无人平台目标检测识别方法与系统. CN: CN112132235A, 2020-12-25.
[5] 钱塘文, 徐勇军, 王飞, 王佳楷, 孙涛. 一种用于训练轨迹预测模型的方法和轨迹预测方法. CN: CN111488984A, 2020-08-04.
[6] 钱塘文, 徐勇军, 王飞, 陈菲娅. 一种大规模移动对象的轨迹快速预测方法、介质和设备. CN: CN111291280A, 2020-06-16.
[7] 余泳, 唐海娜, 王飞, 徐勇军, 吴琳, 孙涛. 基于孪生网络的时空数据的目标识别方法及系统. CN: CN111126563A, 2020-05-08.
[8] 杜一凡, 王飞, 徐勇军. 车载自组织网络中车辆的使用者的注册、认证及更新方法. CN: CN110225481A, 2019-09-10.
[9] 王飞, 杜一凡, 徐勇军. 车载自组织网络中的消息广播、接收及追踪方法. CN: CN110087197A, 2019-08-02.
[10] 王飞, 徐勇军, 吴现斌, 刁博宇, 黄晁. 一种无线传感网双因子认证方法和装置及其网络. CN: CN103313246A, 2013-09-18.
[11] 王飞, 吴琳, 徐勇军, 安竹林, 黄晁. 一种基于加密模糊关键字的机会网络路由方法及系统. CN: CN103297962A, 2013-09-11.

   

[1] Wang, Qing, Dong, Cong, Jian, Shijie, Du, Dan, Lu, Zhigang, Qi, Yinhao, Han, Dongxu, Ma, Xiaobo, Wang, Fei, Liu, Yuling. HANDOM: Heterogeneous Attention Network Model for Malicious Domain Detection. COMPUTERS & SECURITY[J]. 2023, 125: http://dx.doi.org/10.1016/j.cose.2022.103059.
[2] 王飞. BasicTS: An Open Source Fair Multivariate Time Series Prediction Benchmark. Benchmarking, Measuring, and Optimizing: 14th BenchCouncil International Symposium, Bench 2022null. 2023, https://link.springer.com/chapter/10.1007/978-3-031-31180-2_6.
[3] Fei Wang, Di Yao, Yong Li, Tao Sun, Zhao Zhang. AI-enhanced spatial-temporal data-mining technology: New chance for next-generation urban computing. THE INNOVATION[J]. 2023, 4(2): 100405-, http://dx.doi.org/10.1016/j.xinn.2023.100405.
[4] Haitao Xiao, Chen Zhang, Song Liu, Bo Jiang, Zhigang Lu, Fei Wang, Yuling Liu. CapsITD: Malicious Insider Threat Detection Based on Capsule Neural Network. Security and Privacy in Communication Networks: 18th EAI International Conference, SecureComm 2022, Virtual Event, October 2022, Proceedingsnull. 2023, https://link.springer.com/chapter/10.1007/978-3-031-25538-0_4.
[5] Shao, Zezhi, Zhang, Zhao, Wei, Wei, Wang, Fei, Xu, Yongjun, Cao, Xin, Jensen, Christian S. Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting. The VLDB Journal[J]. 2022, http://arxiv.org/abs/2206.09112.
[6] Shao, Zezhi, Zhang, Zhao, Wang, Fei, Xu, Yongjun. Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting. SIGKDDnull. 2022, http://arxiv.org/abs/2206.09113.
[7] 钱塘文, 张钊, 徐勇军, 王飞. Trajectory Prediction from Hierarchical Perspective. Proceedings of the 30th ACM International Conference on Multimedianull. 2022, https://dl.acm.org/doi/pdf/10.1145/3503161.3548092.
[8] 孙涛, 王飞, 张钊, 吴琳, 徐勇军. Human Mobility Identification by Deep Behavior Relevant Location Representation. DASFAA 2022null. 2022, https://link.springer.com/chapter/10.1007/978-3-031-00126-0_33.
[9] Shen, Meng, Lu, Hao, Wang, Fei, Liu, Huisen, Zhu, Liehuang. Secure and Efficient Blockchain-Assisted Authentication for Edge-Integrated Internet-of-Vehicles. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY[J]. 2022, 71(11): 12250-12263, [10] Shao, Zezhi, Zhang, Zhao, Wang, Fei, Wei, Wei, Xu, Yongjun. Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting. CIKM 2022null. 2022, http://arxiv.org/abs/2208.05233.
[11] Liang, Shuo, Wei, Wei, Mao, XianLing, Wang, Fei, He, Zhiyong. BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis. ACL Findingsnull. 2022, http://arxiv.org/abs/2204.03117.
[12] 曹翰林, 唐海娜, 王飞. 轨迹表示学习技术研究进展. 软件学报[J]. 2021, [13] Shao, Zezhi, Xu, Yongjun, Wei, Wei, Wang, Fei, Zhang, Zhao, Zhu, Feida. Heterogeneous Graph Neural Network with Multi-view Representation Learning. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING[J]. 2021, [14] Yongjun Xu, Xin Liu, Xin Cao,, Changping Huang, Enke Liu, Sen Qian, Xingchen Liu, Yanjun Wu, Fengliang Dong, Cheng-Wei Qiu, Junjun Qiu, Keqin Hua, Wentao Su, Jian Wu, Huiyu Xu, Yong Han, Chenguang Fu, Zhigang Yin, Miao Liu, Ronald Roepman, Sabine Dietmann, Marko Virta, Fredrick Kengara, Ze Zhang, Lifu Zhang, Taolan Zhao, Ji Dai, Jialiang Yang, Liang Lan, Ming Luo, Zhaofeng Liu, Tao An, Bin Zhang, Xiao He, Shan Cong, Xiaohong Liu, Wei Zhang, James P. Lewis, Qi Wang, Zhulin An, Fei Wang, Libo Zhang, Tao Huang, Chuan Lu, Zhipeng Cai, Fang Wang, Jiabao Zhang. Artificial Intelligence: A Powerful Paradigm for Scientific Research and Technological Innovation. The Innovation[J]. 2021, [15] Cao Hanlin, Tang Haina, Wu Yulei, Xu Yongjun, Wang Fei. On Accurate Computation of Trajectory Similarity via Single Image Super-Resolution. International Joint Conference on Neural Network(IJCNN)[J]. 2021, [16] 王赛, 邱强, 王飞, 祝烈煌, 冯吕, 童丽. 基于二级链结构的跨域数据融合溯源框架设计. 信息安全研究[J]. 2021, 7(8): 728-738, http://lib.cqvip.com/Qikan/Article/Detail?id=7105277280.
[17] Wang, Peng, Hu, Qinyou, Xu, Yongjun, Mei, Qiang, Wang, Fei. Evaluation methods of port dominance: A critical review. OCEAN & COASTAL MANAGEMENT[J]. 2021, 215: http://dx.doi.org/10.1016/j.ocecoaman.2021.105954.
[18] Wang Fei. Trajectory-User Link with Attention Recurrent Networks. ICPR 2020. 2020, [19] Yu, Yong, Tang, Haina, Wang, Fei, Wu, Lin, Qian, Tangwen, Sun, Tao, Xu, Yongjun, IEEE. TULSN: Siamese Network for Trajectory-user Linking. 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)null. 2020, [20] Lin Wu, Lizhe Wang, Nan Li, Tao Sun, Tangwen Qian, Yu Jiang, Fei Wang, Yongjun Xu. Modeling the COVID-19 Outbreak in China through Multi-source Information Fusion. THE INNOVATION. 2020, 1(2): http://dx.doi.org/10.1016/j.xinn.2020.100033.
[21] Wang Fei. Data Security and Privacy Challenges of Computing Offloading in FINs（SCI， JCR： 1区期刊， 2020年影响因子： 10.693）. IEEE Network. 2020, [22] Qian, Tangwen, Wang, Fei, Xu, Yongjun, Jiang, Yu, Sun, Tao, Yu, Yong, Farkas, I, Masulli, P, Wermter, S. CABIN: A Novel Cooperative Attention Based Location Prediction Network Using Internal-External Trajectory Dependencies. ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2020, PT IInull. 2020, 12397: 521-532, [23] Wang Fei. Identifying Port Calls of Ships by Uncertain Reasoning with Trajectory Data（SCI， JCR： 2区期刊，2020年影响因子： 2.899）. ISPRS International Journal of Geo-Information. 2020, [24] Wu, Lin, Xu, Yongjun, Wang, Fei. Identifying Port Calls of Ships by Uncertain Reasoning with Trajectory Data. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION[J]. 2020, 9(12): https://doaj.org/article/350baffe02ee41c6a5af94ded778276e.
[25] Wang, Fei, Diao, Boyu, Sun, Tao, Xu, Yongjun. Data Security and Privacy Challenges of Computing Offloading in FINs. IEEE NETWORK[J]. 2020, 34(2): 14-20, https://www.webofscience.com/wos/woscc/full-record/WOS:000555430800003.
[26] Wang Fei. Modeling the COVID-19 Outbreak in China through Multi-source Information Fusion（PubMed收录，世界卫生组织疫情数据库WHO COVID收录）. IJDSN. 2020, [27] Wang Fei. LAMANCO： A Lightweight Anonymous Mutual Authentication Scheme for N -Times Computing Offloading in IoT （SCI， JCR： 1区期刊， 2020年影响因子： 9.471）. IEEE Internet of Things Journal. 2019, [28] Wang, Fei, Xu, Yongjun, Zhu, Liehuang, Du, Xiaojiang, Guizani, Mohsen. LAMANCO: A Lightweight Anonymous Mutual Authentication Scheme for N-Times Computing Offloading in IoT. IEEE INTERNET OF THINGS JOURNAL[J]. 2019, 6(3): 4462-4471, [29] Wu, Lin, Xu, Yongjun, Wang, Fei, Lu, Qiang, Hu, Miao, IEEE. Real-time Ship Track Association: a Benchmark and a Network-Based Method. 2019 22ND INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2019)null. 2019, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000567728800117.
[30] 孙涛, 吴琳, 王飞, 王琪, 陈昭, 徐勇军. 大规模航运数据下“一带一路”国家和地区贸易网络分析. 地球信息科学学报[J]. 2018, 20(5): 593-601, http://lib.cqvip.com/Qikan/Article/Detail?id=675310148.
[31] Wang Fei. EPAF: An Efficient Pseudonymous-based Inter-Vehicle Authentication Framework for VANET. MSN 2017. 2017, [32] Wu, Lin, Xu, Yongjun, Wang, Qi, Wang, Fei, Xu, Zhiwei. Mapping Global Shipping Density from AIS Data. JOURNAL OF NAVIGATION[J]. 2017, 70(1): 67-81, https://www.webofscience.com/wos/woscc/full-record/WOS:000396464400005.
[33] 王飞. 海上安全监管，数字科技护航——基于海上区域安全监管的数据服务系统简介. 卫星应用[J]. 2017, 38-42, http://lib.cqvip.com/Qikan/Article/Detail?id=673423642.
[34] Wang, Fei, Xu, Yongjun, Zhang, Hanwen, Zhang, Yujun, Zhu, Liehuang. 2FLIP: A Two-Factor Lightweight Privacy-Preserving Authentication Scheme for VANET. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY[J]. 2016, 65(2): 896-911, http://dx.doi.org/10.1109/TVT.2015.2402166.
[35] Wang Fei. 2FLIP： A Two-Factor Lightweight Privacy-Preserving Authentication Scheme for VANET（SCI， JCR： 1区期刊， 2020年影响因子： 5.978）. IEEE Transactions on Vehicular Technology. 2016, [36] 王程龙, 王飞. 大数据视角下农村信用体系创新研究. 农业网络信息[J]. 2016, 5-10, http://lib.cqvip.com/Qikan/Article/Detail?id=670463375.
[37] Wang, Mingzhong, Liu, Dan, Zhu, Liehuang, Xu, Yongjun, Wang, Fei. LESPP: lightweight and efficient strong privacy preserving authentication scheme for secure VANET communication. COMPUTING[J]. 2016, 98(7): 685-708, https://www.webofscience.com/wos/woscc/full-record/WOS:000380118100001.
[38] Wang Fei. LESPP： Lightweight and Efficient Strong Privacy Preserving Authentication Scheme for Secure VANET Communication（SCI， JCR： 2区期刊，2020年影响因子： 2.220）. Computing. 2016, [39] Wang Fei. Mapping Global Shipping Density from AIS Data（SCI， JCR： 1区期刊，2020年影响因子： 1.995）. Journal of Navigation. 2016, [40] Diao, Boyu, Xu, Yongjun, An, Zhulin, Wang, Fei, Li, Chao. Improving Both Energy and Time Efficiency of Depth-Based Routing for Underwater Sensor Networks. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2015, 11: https://doaj.org/article/3eb1fb9c6a2849c2a8891955ac08c025.
[41] Xu Yongjun. A DoS-resilient enhanced two-factor user authentication scheme in wireless sensor networks. Computing, Networking and Communications (ICNC), 2014 International Conference on. IEEE. 2014, [42] 樊兆龙, 徐启建, 徐勇军, 王飞. 基于有限域逆映射的轻量级加密SOPT-S盒构造与研究. 电信科学[J]. 2014, 30(4): 61-67, http://lib.cqvip.com/Qikan/Article/Detail?id=49396742.
[43] Wang, Fei, Xu, YongJun, Wu, Lin, Li, Longyijia, Liu, Dan, Zhu, Liehuang. A PEFKS- and CP-ABE-Based Distributed Security Scheme in Interest-Centric Opportunistic Networks. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS[J]. 2013, 9: https://doaj.org/article/cc35c14cf6734664b5bcc1e16d9d9619.

   

（ 1 ） 车载自组织网络隐私安全保护, 负责人, 国家任务, 2020-01--2022-12
（ 2 ） XX群体认知智能XX技术, 参与, 国家任务, 2021-01--2024-12
（ 3 ） 大数据驱动的XX图谱研究, 负责人, 国家任务, 2019-10--2020-12
（ 4 ） XX态势评估与预测技术研究, 负责人, 国家任务, 2019-10--2022-06
（ 5 ） 态势管理技术研究, 负责人, 国家任务, 2019-10--2020-12
（ 6 ） 大规模XX轨迹的可视化分析技术, 参与, 国家任务, 2019-10--2020-10
（ 7 ） XX关联挖掘技术研究, 负责人, 国家任务, 2018-10--2019-10
（ 8 ） XX大数据存储与分析平台软件研制, 负责人, 国家任务, 2018-10--2019-10
（ 9 ） 海上交通大数据挖掘分析平台设备, 负责人, 企业委托, 2018-10--2019-10
（ 10 ） 全国AIS船舶定位数据服务, 参与, 国家任务, 2018-10--2019-10
（ 11 ） 科技部新冠病毒抗体依赖性增强效应及其机制研究应急项目：新冠肺炎随访队列研究, 参与, 国家任务, 2020-12--2021-12
（ 12 ） 印度洋航行船舶轨迹数据集成与货运状态识别, 参与, 中国科学院计划, 2016-10--2019-12

现指导学生

王元  硕士研究生  085404-计算机技术  

谷旭凯  硕士研究生  085400-电子信息  

梁理维  硕士研究生  085400-电子信息