翔云
浙江工业大学网络安全研究院讲师,院长助理,本科毕业于浙江大学竺可桢学院,美国密歇根大学博士。主要专业方向是人工智能应用,安全,以及物联网相关领域。 现已发表SCI论文20余篇,他引600余次,并入选杭州富阳5110人才项目。
工作经历:
2020.06—至今,浙江工业大学网络空间安全研究院,讲师2014.06-2020.06,浙江工业大学,信息工程学院,讲师
学习经历:
2009.01–2014.05,密歇根大学,电气工程,博士,导师:Robert Dick
2006.09–2008.06,马萨诸塞大学,电气工程, 硕士,导师:Wayne Burleson
2002.06–2006.09,浙江大学,电子信息工程,学士
研究(情况)项目:
主持的纵横向课题:
(1) 浙江省自然科学基金面上项目:基于多传感器网络多元相关性的数据融合研究(项目批准号:LY18F030021),2018.1-2020.12,9万元,主持
(2) 企业横向:盘头标识视觉识别系统开发,2019,10万元,主持
(3) 企业横向:基于物联网的智能控制器管理系统,2019,25万元,主持
(4) 企业横向:招标信息大数据采集分析平台,2019,20万元,主持
(5) 企业横向:发育体能硬件套装开发,2019,50万元,主持
(6) 企业横向:带自平衡云台的双目摄像系统,2019,20万元,主持
(7) 企业横向:船舷号自动智能识别系统,2019,20万元,主持
(8) 企业横向:工程造价大数据平台,2017,50万元,主持
论文发表:
[ 1 ] Y. Xiang (翔云), Y. Xu, Y. Li, W. Ma, Q. Xuan, and Y. Liu*, "Side-Channel Gray-Box Attack for DNNs", IEEE Transactions on Circuits and Systems II: Express Briefs, 2020
[ 2 ] Y. Xiang (翔云), Z. Chen, Z. Chen, Z. Fang, H. Hao, J. Chen, Y. Liu, Z. Wu, Q. Xuan*, and X. Yang, "Open DNN Box by Power Side-Channel Attack", IEEE Transactions on Circuits and Systems II: Express Briefs, 2020,DOI: 10.1109/TCSII.2020.2973007.
[ 3 ] Y. Xiang (翔云), Y. Miao, J. Chen, and Q. Xuan*, "Efficient Incremental Learning Using Dynamic Correction Vector", IEEE Access 8, 23090-23099, 2020.
[ 4 ] Z. Wu, X. Pan, K. Fan, K. Liu, and Y. Xiang (翔云)*, "Device-Free Orientation Detection Based on CSI and Visibility Graph",IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019,DOI: 10.1109/TSMC.2019.2933161.
[ 5 ] Q. Xuan, F. Li, Y. Liu, and Y. Xiang (翔云)*,"MV-C3D: A Spatial Correlated Multi-View 3D Convolutional Neural Networks", IEEE Access 7, 92528-92538, 2019.
[ 6 ] J. Chen, X. Lin, Q. Xuan, and Y. Xiang (翔云)*,"FGCH: a fast and grid based clustering algorithm for hybrid data stream", Applied Intelligence 49 (4), 1228-1244, 2019.
[ 7 ] Z. Wu, L. Jiang, Z. Jiang, B. Chen, K. Liu, Q. Xuan, and Y. Xiang (翔云)*, "Accurate indoor localization based on CSI and visibility graph",Sensors 18 (8), 2549-2556, 2018.
[ 8 ] Z. Wu, J. Li, C. Fu, Q. Xuan, and Y. Xiang (翔云)*, "Network-Based Ranking for Open Source Software Developer Prediction", International Journal of Software Engineering and Knowledge Engineering 28 (6), 845-868,2018.
[ 9 ] Z. Wu, Q. Xu, J. Li, C. Fu, Q. Xuan, and Y. Xiang (翔云)*, "Passive indoor localization based on CSI and Naive Bayes classification", IEEE Transactions on Systems, Man, and Cybernetics: Systems 48 (9), 1566-1577, 2017.
[ 10 ] Y. Xiang (翔云)*, Y. Tang, and W. Zhu, "Mobile sensor network noise reduction and recalibration using a Bayesian network", Atmospheric Measurement Techniques, 9(2), 347-357, 2016.
[ 11 ] Y. Xiang (翔云),Y.ing Tang*, B. Ma, H. Yan, J. Jiang, and X. Tian, “Remote Safety Monitoring for Elderly Persons Based on Omni-vision Analysis”, PLOS ONE, 10(5), 2015.
[ 12 ] Y. Xiang (翔云), R. Piedrahita, R. P. Dick, Q. Lv, M. P. Hannigan, and L. Shang, "A Hybrid Sensor System for Indoor Air Quality Monitoring", in Proc. Int. Conf. Distributed Computing in Sensor Systems (DCoSS), May 2013.
[ 13 ] Y. Xiang (翔云), L. S. Bai, R. Piedrahita, R. P. Dick, Q. Lv, M. P. Hannigan, and L. Shang, "Collaborative calibration and sensor placement for mobile sensor networks", in Proc. Int. Conf. Information Processing in Sensor Networks (IPSN), Apr. 2012, pp. 73–84.
[ 14 ] Y. Xiang (翔云)*, T. Chantem, R. P. Dick, X. S. Hu, and L. Shang, "System-level reliability modeling for MPSoCs", in Proc. Int. Conf. Hardware/Software Codesign and System Synthesis (CODES+ISSS), Oct. 2010, pp. 297–306.
[ 15 ] Q. Xuan, M. Zhou, Z. Zhang, C. Fu, Y. Xiang (翔云), Z. Wu, and V. Filkov*,"Modern food foraging patterns: Geography and cuisine choices of restaurant patrons on yelp", IEEE Transactions on Computational Social Systems 5 (2), 508-517,2018.
[ 16 ] 吴哲夫, 李嘉南, 王中友, 毛科技, 宣琦, 翔云, "无线信道传感的朝向检测研究". 传感技术学报, 31(1), 2018.
[ 17 ] C. Fu, J. Wang, Y. Xiang (翔云), Z. Wu, L. Yu, and Q. Xuan*, "Pinning Control of Clustered Complex Networks with Different Size", Physica A 479, 184-192,2017.
[ 18 ] 汤一平, 王伟羊, 朱威,翔云,"基于机器视觉的茶陇识别与采茶机导航方法", 农业机械学报, (01): 45-50, 2016.
[ 19 ] Y. Tang*, J. Zhou, H. Xu, and Y. Xiang (翔云). "3D panorama stereo visual perception centering on the observers", Measurement Science & Technology, 26(9), 2015.
[ 20 ] R. Piedrahita*, Y. Xiang (翔云), N. Masson, J. Ortega, A. Collier, Y. Jiang, K. Li, R. Dick, Q. Lv, M. Hannigan, and L. Shang, "The next generation of low-cost personal air quality sensors for quantitative exposure monitoring", Atmospheric Measurement Techniques, 7(3):2425-2457, 2014.
[ 21 ] Y. Jiang*, K. Li, R. Piedrahita, Y. Xiang (翔云), L. Tian, O. Mansata, Q. Lv, R. P. Dick, M. Hannigan, and L. Shang, "User-Centric Indoor Air Quality Monitoring on Mobile Devices", in AI Magazine, 34(2):11-30, 2013.
[ 22 ] Y. Jiang*, Y. Xiang (翔云), X. Pan, K. Li, Q. Lv, R. P. Dick, L. Shang, and M. Hannigan, "Hallway based Automatic Indoor Floorplan Construction using Room Fingerprints", in Proc. Int. Conf. Ubiquitous Computing (Ubicomp), Sept. 2013.
[ 23 ] T. Chantem*, Y. Xiang (翔云), R. P. Dick, and X. S. Hu, "Enhancing Multicore Reliability through Wear Compensation in Online Assignment and Scheduling", in Proc. Design, Automation & Test in Europe Conf. (DATE), Mar. 2013.
[ 24 ] Y. Jiang*, K. Li, L. Tian, R. Piedrahita, Y. Xiang (翔云), O. Mansata, Q. Lv, R. P. Dick, M. Hannigan, and L. Shang, "MAQS: a personalized mobile sensing system for indoor air quality monitoring", in Proc. Int. Conf. Ubiquitous Computing (Ubicomp), Sept. 2011, pp. 271–280.
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