张滇(Dian Zhang)

副教授

计算机与软件学院

深圳大学

邮箱:

zhangd@szu.edu.cn;

电话:

(0755) 2695 8861

地址:

深圳大学粤海门实验楼A座202

简历

简历

深圳大学计算机与软件学院的副教授，国家高性能中心深圳分中心成员、电气电子工程师学会(IEEE)成员、中国计算机学会(CCF)成员，美国人工智能协会( AAAI)终身会员，深圳市海外高层次人才。2010年获香港科技大学计算机科学与工程系博士学位。张滇有丰富的海外教学和科研经历，她的研究兴趣包括数据分析和移动计算。近年来，她的研究成果发表在国际知名会议和期刊上40余篇，包括SIG KDD, IEEE TMC, TPDS, INFOCOM, ICDCS,PERCOM, WCM 等。此外，张滇主持了多个研究项目，包括国家自然科学基金面上项目和青年项目，广东省自然科学基金，深圳基础研究项目，孔雀项目等。张滇获得过多项奖励包括中国教育部自然科学二等奖（第2完成人），2013 IBM Faculty Award, 2015 Shenzhen Peacock Talent Award 及2019 中国太平洋保险公司(深圳)研究成就奖。

研究兴趣

移动计算，数据分析，智慧健康

本人长期招聘博士后和立志从事科研的优秀研究生从事该方向研究工作，请发邮件与本人联系！

新闻

Mobicom Workshop 2022

教学经历

深圳大学所教课程

  • 机器学习（博士生课程）
  • 论文指导（博士生课程）
  • 操作系统
  • 物联网导论
  • 计算机基础
  • 无线传感网络
  • Linux 系统编程
  • 数据库原理与实践
  • IBM大型主机系统导论
  • IBM大型主机程序设计
  • 岗位实践1 - C++编程
  • 岗位实践2 - 数据结构编程

香港科技大学助教课程

  • 01/2009-05/2009 数据结构与算法 (COMP171)
  • 01/2007-05/2007 面向对象编程 (COMP151)

荣誉奖励

  • 2019.01
    教育部自然科学二等奖（第二完成人）,“基于非接触的无线感知理论和方法研究”,中华人民共和国教育部
  • 2019.09
    研究成就奖,中国太平洋保险
  • 2017.04
    深圳市南山区领航人才C类
  • 2017.12
    深圳大学高水平论文二等奖
  • 2016.10
    科学技术研究成果,“基于国产龙芯3B1500处理器的云计算系统SD-30”
  • 2016.10
    优秀指导老师奖，指导学生赢得全国高校物联网大赛编程挑战赛一等奖
  • 2016.10
    优秀指导老师奖，指导学生赢得全国高校物联网大赛编程挑战赛二等奖
  • 2015.06
    深圳市海外高层次人才（孔雀计划）C类人才
  • 2014.12
    深圳大学优秀论文二等奖
  • 2013.10
    优秀指导老师奖，指导学生赢得全国IBM大型主机技术应用大赛三等奖
  • 2013.10
    国家留学基金管理委员会 IBM优秀教师奖
  • 2006.09-2010.07
    香港科技大学全额学生奖学金

主要成果

主持科研项目

  • “Research of the Next Generation Wireless Localization and Behavior Recognition based on Cross-Technology”，国家自然科学基金(项目编号:61872247), 2019-2022，PI.
  • “基于智能OBD的驾驶行为分析”，横向项目（项目编号:802-011664），2017.11,2017.11-2019.12, PI.
  • “Research and Implementation on Next Generation Security Monitoring System of Device-free Technology”，深圳市孔雀计划项目(项目编号:827-000175)，2015-2018，PI.
  • “Research on RF-based technologies to track transceiver-free objects”，国家自然科学基金(项目编号:61202377)，2013-2015，PI.
  • “Transceiver-free objects tracking in heterogeneous wireless networks”，广东省自然科学基金 (项目编号:S2012040006682)，2012-2014,PI.
  • “Intruder detection and localization in wireless networks”，深圳市科学基金(项目编号:JCYJ20120613173453717)，2012-2014，PI.
  • “Research on coverage model to localize intruder objects”，深圳大学科研基金(项目编号:201210)，2012-2013，PI.

专利

  • 一种驾驶员驾驶风险行为的预测方法及系统 （ZL 2018 1 1496492.2），2021.03
  • 利用无线射频技术对室内物体一次性成像的方法及系统（ZL 2018 1 0204470.8），2021.11
  • 基于稀疏网络的非接触物体感知定位的方法及系统（ZL 2018 10059223.3），2021.11
  • 基于多信道和支持向量回归的多个无设备物体追踪方法 (ZL 2009 1 0192132.8, 发表日期: 2012.12.19)

发表刊物

发表刊物

论文链接：http://dblp.uni-trier.de/pers/hd/z/Zhang:Dian

部分会议论文

( * 是通讯作者).

  • Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, Desheng Zhang,MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance,ACM SIGKDD Conference on Knowledge Discovery \& Data Mining (ACM SIGKDD),2849–2857,2021.08
  • Bing He, Xiaolin Chen, Dian Zhang, Siyuan Liu, Dawei Han, Lionel M. Ni,PBE: Driver Behavior Assessment Beyond Trajectory Profiling,European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD),2019：507-523,2019.01
  • Wenzhan Zhu, Weiling Zheng and Dian Zhang*, "Beyond RSS: A PRR aided RSS System to Localize Transceiver-free Target in Sparse Wireless Networks", in Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM), December, 2018, Abu Dhabi, UAE.
  • Bing He, Dian Zhang*, Siyuan Liu, Hao Liu, Dawei Han, and Lionel M. Ni, "Profiling Driver Behavior for Personalized Insurance Pricing and Maximal Profit", in Proceedings of IEEE International Conference on BIG DATA (IEEE BIG DATA), December, 2018, Seattle, USA. (Acceptance Ratio: 13%, 98/518)
  • Bing He, Xiaolin Chen, Dian Zhang*, Siyuan Liu, Dawei Han, and Lionel M. Ni, "PBE: Driver Behavior Assessment Beyond Trajectory Profiling", in Proceedings of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), September, 2018, Dublin, Ireland.
  • Dian Zhang, Xiaofeng Wu and Chen Wang, "Fine-grained and Real-time Gesture Recognition by Using IMU Sensors", in Proceedings of IEEE International Conference on Parallel and Distributed Systems (IEEE ICPADS), pp. 747-754, December, 2017, Shenzhen, China.
  • Weiling Zheng and Dian Zhang*, "HandButton: Gesture Recognition of Transceiver-free Object by Using Wireless Network", in Proceedings of IEEE International Conference on Communications (IEEE ICC), June 8-12, 2015, London, UK.
  • Dian Zhang, Xiaoyan Jiang and Lionel M. Ni, "Double Free: Measurement-free Localization for Transceiver-free Object", in Proceedings of The 43th International Conference on Parallel Processing (IEEE ICPP), pages 529-538, September 9-12, 2014, Minneapolis, USA.
  • Rui Mao, Sheng Liu, Honglong Xu, Dian Zhang* and Daniel P. Miranker, "On Data Partitioning in Tree Structure Metric-Space Indexes", in Proceedings of The 19th International Conference on Database Systems for Advanced Applications (DASFAA), pages 141-155, April 21-24, 2014, Bali, Indonesia.
  • Dian Zhang, Yunhuai Liu, Xiaonan Guo and Lionel M. Ni, "On Distinguishing the Multiple Radio Paths in RSS-based Ranging", in Proceedings of the 31th Annual IEEE International Conference on Computer Communications (IEEE INFOCOM), Orlando, Florida, USA, 2012. ((Google Citation:38, Acceptance Ratio: 18%, 278/1547)
  • Xiaonan Guo, Dian Zhang* and Lionel M. Ni, "Localizing Multiple Objects in an RF-based Dynamic Environment", in Proceedings of the 32th International Conference on Distributed Computing Systems (IEEE ICDCS), Macau, China, 2012. (Acceptance Ratio: 13%, 71/515)
  • Dian Zhang, Yunhuai Liu and Lionel M. Ni, "RASS: A Real-time Accurate and Scalable System for Tracking Transceiver-free Objects", in Proceedings of the 9th Annual IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom), Seattle, USA, 2011. (Google Citation:133, Acceptance Ratio: 17%, 26/156)
  • Dian Zhang, Yunhuai Liu and Lionel M. Ni, "Link-centric Probabilistic Coverage Model for Transceiver-free Object Detection in Wireless Networks", in Proceedings of the 30th International Conference on Distributed Computing Systems (IEEE ICDCS), Genoa, Italy, 2010. (Google Citation:20, Acceptance Ratio: 14%, 84/585)
  • Dian Zhang, Yanyan Yang, Dachao Cheng, Siyuan Liu and Lionel M. Ni, "COCKTAIL: An RF-based Hybrid Approach for Indoor Localization", in Proceedings of International Communications Conference (IEEE ICC), Cape Town, South Africa, 2010. (Google Citation:41)
  • Dian Zhang, and Lionel M. Ni, "Dynamic Clustering for Tracking Multiple Transceiver-free Objects", in Proceedings of the 7th Annual IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom), Galveston, Texas, USA, 2009. (Google Citation:110, Acceptance Ratio: 13%, 26/199)

部分期刊论文

( * 是通讯作者).

  • Dian Zhang, Zexiong Liao, Wen Xie, Xiaofeng Wu, Haoran Xie, Jiang Xiao, Landu Jiang,Fine-grained and Real-time Gesture Recognition by Using IMU Sensors,IEEE Transactions on Mobile Computing (IEEE TMC),2021:1-13
  • Dian Zhang, Wen Xie, Zexiong Liao, Wenzhan Zhu, Landu Jiang, Yongpan Zou,Beyond RSS: A PRR and SNR Aided Localization System for Transceiver-free Target in Sparse Wireless Networks,IEEE Transactions on Mobile Computing (IEEE TMC),2021:1-16
  • Haizhou Guo, Dian Zhang, Siyuan Liu, Lei Wang, Ye Ding,Bitcoin price forecasting: A perspective of underlying blockchain transactions,Decision Support Systems (DSS),151:1-14,2021.12
  • Yongpan Zou, Dan Wang, Shicong Hong, Rukhsana Ruby, Dian Zhang, Kaishun Wu, “A Low-Cost Smart Glove System for Real-time Fitness Coaching”, in IEEE Internet of Things Journal (IoTJ), March, 2020. (JCR:Q1, IF: 11.705)
  • Peng Xiang, Peng Ji, Dian Zhang*,"Enhance RSS-Based Indoor Localization Accuracy by Leveraging Environmental Physical Features", in Wireless Communications and Mobile Computing (WCMC), July, 2018.(JCR:Q4, IF: 1.095)
  • Yunhuai Liu, Dian Zhang*, Xiaonan Guo, Zhong Ming, Lei Yang and Lionel M. Ni, "RSS-based Ranging by Leveraging Frequency Diversity to Distinguish the Multiple Radio Paths", in IEEE Transactions on Mobile Computing (IEEE TMC), April 1, 2017, 16(4): 1121-1135. (JCR :Q1, IF:4.468, CCF A)
  • Dian Zhang and Weiling Zheng, "HandButton: Gesture Recognition of Transceiver-free Object by Using Wireless Network", in KSII Transactions on Internet and Information Systems (TIIS), 10(2): 787-806, February 29, 2016. (JCR:Q4, IF: 0.611)
  • Xuan Yang, Dian Zhang*, Bo Wang; Shuiyong Yao "A Fast Algorithm to Estimate Inverse Consistent Image Transformation Based on Corresponding Landmarks", in Computerized Medical Imaging and Graphics，45:84-98, October, 2015. (JCR:Q2, IF: 2.435)
  • Xiaonan Guo, Dian Zhang*, Kaishun Wu and Lionel M. Ni, "MODLoc: Localizing Multiple Objects in Dynamic Indoor Environment", in IEEE Transactions on Parallel and Distributed System (IEEE TPDS), 25(11): 2969-2980, November, 2014. (Google Citation:33, JCR :Q1, IF:4.29, CCF A)
  • Xuan Yang, Dian Zhang*, Bo Wang; Shuiyong Yao "A Fast Algorithm to Estimate Inverse Consistent Image Transformation Based on Corresponding Landmarks", in Computerized Medical Imaging and Graphics，45:84-98, October, 2015. (JCR:Q2, IF: 2.435)
  • Dian Zhang, Kezhong Lu, Rui Mao, Yuhong Feng, Yunhuai Liu, Zhong Ming and Lionel M. Ni, " Fine-Grained Localization for Multiple Transceiver-free Objects by using RF-Based Technologies", in IEEE Transactions on Parallel and Distributed System (IEEE TPDS), 25(6): 1464-1475, June, 2014. (Google Citation:51, JCR :Q1, IF:4.29, CCF A)
  • Xuan Yang, Dian Zhang*, Bo Wang; Shuiyong Yao "A Fast Algorithm to Estimate Inverse Consistent Image Transformation Based on Corresponding Landmarks", in Computerized Medical Imaging and Graphics，45:84-98, October, 2015. (JCR:Q2, IF: 2.435)
  • Dian Zhang, Yunhuai Liu, Xiaonan Guo and Lionel M. Ni, "RASS: A Real-time Accurate and Scalable System for Tracking Transceiver-free Objects", in IEEE Transactions on Parallel and Distributed System (IEEE TPDS), 24(5): 996-1008, May, 2013. (Spotlight Paper, Google Citation:133, JCR :Q1, IF:4.29, CCF A)
  • Xuan Yang, Dian Zhang*, Bo Wang; Shuiyong Yao "A Fast Algorithm to Estimate Inverse Consistent Image Transformation Based on Corresponding Landmarks", in Computerized Medical Imaging and Graphics，45:84-98, October, 2015. (JCR:Q2, IF: 2.435)
  • uan Yang, Dian Zhang*, Bo Wang; Shuiyong Yao "A Fast Algorithm to Estimate Inverse Consistent Image Transformation Based on Corresponding Landmarks", in Computerized Medical Imaging and Graphics，45:84-98, October, 2015. (JCR:Q2, IF: 2.435)
  • Xuan Yang, Dian Zhang*, Bo Wang; Shuiyong Yao "A Fast Algorithm to Estimate Inverse Consistent Image Transformation Based on Corresponding Landmarks", in Computerized Medical Imaging and Graphics，45:84-98, October, 2015. (JCR:Q2, IF: 2.435)
  • Kezhong Lu, Xiaohua Xiang, Dian Zhang, Rui Mao, Gang Liu and Yuhong Feng, "Localization Algorithm Based on Maximum a Posterior in Wireless Sensor Networks," in International Journal of Distributed Sensor Networks (IJDSN), 2012.（JCR:Q2, IF:1.787）
  • Lei Kang, Jin Zhang, Kaishun Wu, Dian Zhang and Lionel Ni, "RCSMA: Receiver-Based Carrier Sense Multiple Access in UHF RFID Systems ", in IEEE Transactions on Parallel and Distributed Systems (IEEE TPDS), 23(4): 735-743, 2012. （JCR :Q1, IF:4.29, CCF A)