Dr. Jiadi Yu
   
Associate Professor


     

      Department of Computer Science & Engineering
     Shanghai Jiao Tong University

     800 Dongchuan Rd,
     Shanghai 200240, P.R.China


     Office: 3-126, SEIEE Building
     Email: jdyu@cs.sjtu.edu.cn, jiadiyu@sjtu.edu.cn
     Phone: +86-21-34205411


 

 

News

[Mar. 2017] Our work on Sensing Vehicle Driving Conditions using Smartphone Sensors has been reported in "Auto Business Review" (汽车商业评论):注意,手机可能就是保险公司监控你的摄像头 and some famous technical sites outlets, e.g., 搜狐科技.
[Jan. 2016] Congratulations to Zhongyang Chen,Yang Guang, who successfully defended his Master dissertation on Jan. 10th, 2016.
[Jun. 2015] Congratulations to Xin Dong, who successfully defended his Doctor dissertation on Jun. 6th, 2015.
[Jan. 2014] Congratulations to Haofu Han, who has accepted a Software Engineer position at Tencent.
[Jan. 2014] Congratulations to Peng Lu, who has accepted a Software Engineer position at NETEASE.
[Jan. 2014] Congratulations to Haofu Han, who successfully defended his Master dissertation on Jan. 6th, 2014. [image]
[Jan. 2014] Congratulations to Peng Lu, who successfully defended his Master dissertation on Jan. 6th, 2014. [image]
[Nov. 2013] Our paper "SenSpeed: Sensing Driving Conditions to Estimate Vehicle Speed in Urban Environments" has been accepted to IEEE InfoCom 2014.
[July 2013] Our paper "E3: Energy-Efficient Engine for Frame Rate Adaptation on Smartphones" has been accepted to ACM SenSys2013.
[Dec. 2011] I have moved to Shanghai Jiao Tong University as an Assistant Professor.

Biography

Dr. Jiadi Yu received the PhD degree in computer science from Shanghai Jiao Tong University, China, in 2007 and the MS degree in computer science from Xi’an Technological University, China, in 2003.

Prior to join Shanghai Jiao Tong University,  Dr.Yu was at Stevens Institute of Technology, USA as a Postdoc. His research has involved mobile computing, and cloud computing.

Research Interests

My research interests are in the areas of wireless and systems computing, mobile computing, cloud computing.

Professional Activities

Technical Program Committees of IEEE International Conference on Computer Communications (IEEE INFOCOM) 2016,2017,2018.
Technical Program Committees of MobiSPC 2014,2015,2016,2017.
Technical Program Committees of I-SPAN 2017.
Technical Program Committees of IEEE ICCCN 2014,2015,2016.
Technical Program Committees of IEEE ICPADS 2014.
Local Arrangement Chair of CCGrid 2009
Local Arrangement Chair of HPSR 2008

Funded Research Projects:

  Research on Hybrid cloud Key Technology, National 863 Program, co-PI, Duration:2015-2017;

  High Performance E-Trading Reporting, Collaborative Applied Research and Development between Morgan Stanley and University, PI, Duration:2015-2016;

  Research on Cooperative Active Safety in vehicular networks, International Cooperation and Exchange of the National Natural Science Foundation of China, co-PI, Duration:2015-2019;

  Research on Vehicular Network Optimization Based on Node Sociality Analysis, National Natural Science Foundation of China (NSFC), co-PI, Duration:2014-2017;

  Searchable Encryption in Cloud Computing, Doctor Program Grant from Ministry of Education, PI, Duration:2013-2015.

Media Coverage:

   汽车商业评论 (Auto Business Review)注意,手机可能就是保险公司监控你的摄像头-Mar. 2017

Current Research Projects:

  • Mobile Computing
  • |
  • Cloud Computing

  • Journal Publications

    1. Juan Li,Yanmin Zhu,Jiadi Yu, "Crowdsourcing Sensing to Smartphones: A Randomized Auction Approach," IEEE Transactions on Mobile Computing (IEEE TMC), 2017. [to appear]

    2. Jiadi Yu, Zhongyang Chen, Yanmin Zhu, Yingying Chen, Linghe Kong, Minglu Li, "Fine-grained Abnormal Driving Behaviors Detection and Identification with Smartphones," IEEE Transactions on Mobile Computing (IEEE TMC), 2017. [to appear]

    3. Tong Liu,Yanmin Zhu,Hongzi Zhu,Jiadi Yu,Yuanyuan Yang,"Online Pricing for Efficient Renewable Energy Sharing in a Sustainable Microgrid," Computer Journal, 60(2):268~284 (2017).

    4. Jiadi Yu, Yingying Chen, and Jianda Li, "Color Scheme Adaptation to Enhance User Experience on Smartphone Displays Leveraging Ambient Light," IEEE Transactions on Mobile Computing (IEEE TMC), 16(3):688~701 (2017).

    5. Guangtao Xue, Hongzi Zhu, Zhenxian Hu, Wen Zhuo, Chao Yang, Yanmin Zhu, Jiadi Yu, Yuan Luo, "Pothole in the Dark: Perceiving Pothole Profiles with Participatory Urban Vehicles," IEEE Transactions on Mobile Computing (IEEE TMC), 2016.

    6. Jiadi Yu, Hongzi Zhu, Haofu Han, Yingying Chen, Jie Yang, Yanmin Zhu, Zhongyang Chen, Guangtao Xue, and Minglu Li, "SenSpeed: Sensing Driving Conditions to Estimate Vehicle Speed in Urban Environments," IEEE Transactions on Mobile Computing (IEEE TMC), 15(1): 202-216 (2016).

    7. Xin Dong, Jiadi Yu, Yanmin Zhu, Yingying Chen, Yuan Luo, and Minglu Li, "SECO: Secure and Scalable Data Collaboration Services in Cloud Computing," Computers & Security, 50: 91-105 (2015)

    8. Jiadi Yu, Haofu Han, Hongzi Zhu, Yingying Chen, Jie Yang, Yanmin Zhu, Guangtao Xue, and Minglu Li, "Sensing Human-Screen Interaction for Energy-Efficient Frame Rate Adaptation on Smartphones," IEEE Transactions on Mobile Computing (IEEE TMC), 14(8): 1698-1711 (2015)

    9. Yanmin Zhu,Wei Sun,Jiadi Yu,Tong Liu,Bo Li," Distributed Spectrum Sharing in Cognitive Radio Networks: A Pricing-Based Decomposition Approach," International Journal of Distributed Sensor Networks, 10(11) (2014).

    10. Guangtao Xue, Hongzi Zhu, Zhenxian Hu, Jiadi Yu, Yanmin Zhu and Gong Zhang, "SmartCut: Mitigating 3G Radio Tail Effect on Smartphones," IEEE Transactions on Mobile Computing (IEEE TMC), 14(1): 169-179 (2015)

    11. Yanmin Zhu, Ruobing Jiang, Jiadi Yu, Zhi Li and Minglu Li, "Geographic Routing based on Predictive Locations in Vehicular Ad Hoc Networks," EURASIP Journal on Wireless Communications and Networking, Special Issue on New Technologies and Research Trends for Vehicular Wireless Communications:137, 2014.

    12. Yanmin Zhu, Zhenzhen Tian, Jiadi Yu, "EMP: Exploiting Mobility Patterns for Collaborative Localization in Sparse Mobile Networks," International Journal of Distributed Sensor Networks , 2014.

    13. Yanmin Zhu, Cuiyao Xue, Jiadi Yu, Lei Ni, Minglu Li and Bo Li, "Deploying Relays for Connected Indoor Sensor Networks," Journal of Communications and Networks, 16(3):335-343, 2014.

    14. Ji Zhang,Xin Dong,Jiadi Yu,Yuan Luo,Minglu Li,Bin Wu, "DifferentiallyPrivate Multidimensional Data Publication," China Communications, 11(13), 2014.

    15. Xin Dong, Jiadi Yu, Yuan Luo, Yingying Chen, Guangtao Xue, Minglu Li, "Achieving an Effective, Scalable and Privacy-preserving Data Sharing Service in Cloud Computing," Computers & Security, vol.42, pp.51–164, May 2014.

    16. Jiadi Yu, Peng Lu, Yanmin Zhu, Guangtao Xue, Minglu Li, "Towards Secure Multi-Keyword Top-k Retrieval over Encrypted Cloud Data," IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), SI: Cloud computing Assessment, vol.10, no.4, pp.239-250, 2013.

    17. Guangtao Xue, Yuan Luo, Jiadi Yu, Minglu Li, "A Novel Vehicular Location Prediction based on Mobility Patterns for Routing in Urban VANET," EURASIP J. Wireless Comm. and Networking, 2012:222(2012).

    18. Minglu Li, Jiadi Yu, Jie Wu, "Free-Riding on BitTorrent-like Peer-to- Peer File Sharing Systems: Modeling Analysis and Improvement," IEEE Transactions On Parallel and Distributed Systems (IEEE TPDS), Vol 19 No.4, Apr 2008.

    19. Jiadi Yu, Minglu Li, "CBT: A Proximity-Aware Peer Clustering System in Large-Scale BitTorrent-like Peer-to-Peer Networks," Computer Communication(Elsevier), Vol 31/3:591-602,2008.

    Magazine Articles

    1. Guangtao Xue, Yanmin Zhu, Zhenxian Hu, Hongzi Zhu, Chaoqun Yue, Jiadi Yu, "Characterizing sociality for user-friendly steady load balancing in enterprise WLANs," IEEE Network, Vol 29/6:26-32,2015.

    Conference Proceedings

    1. Li Lu,Jiadi Yu, Yanmin Zhu,Shiyou Qian,Guangtao Xue, and Minglu Li, "Cost-Efficient VM Configuration Algorithm in the Cloud using Mix Scaling Strategy," in Proceedings of IEEE International Conference of Communications (IEEE ICC 2017), Paris, Franch, May 2017.

    2. Xiangyu Xu, Hang Gao, Jiadi Yu, Yingying Chen, Yanmin Zhu, Guangtao Xue, and Minglu Li, "ER: Early Recognition of Inattentive Driving Leveraging Audio Devices on Smartphones," in Proceedings of IEEE International Conference on Computer Communications (IEEE InfoCom 2017), Atlanta, GA, USA, May 2017.
      (Acceptance rate: 292/1395 = 20.93%)

    3. Juan Li,Yanmin Zhu,Jiadi Yu,Chengnian Long,Guangtao Xue,and Shiyou Qian, "Online Auction for IaaS Clouds: towards Elastic User Demands and Weighted Heterogeneous VMs," in Proceedings of IEEE International Conference on Computer Communications (IEEE InfoCom 2017), Atlanta, GA, USA, May 2017.
      (Acceptance rate: 292/1395 = 20.93%)

    4. Pingyi Luo, Yanmin Zhu, Jia Peng, and Jiadi Yu, "A Distributed Auction Approach to Crowdsourced Sensing over Smartphones," in Proceedings of ICPADS 2016, Wuhan, China, December 2016.

    5. Jun Qin, Hongzi Zhu, Yanmin Zhu, Jiadi Yu, Guangtao Xue, Shiyou Qian, Minglu Li, "On Unified Mobile Sensing Data Gathering with Urban Vehicular Networks," in Proceedings of the IEEE Global Communications Conference (IEEE Globecom 2016), Washington, DC USA, Dec 2016.

    6. Tong Liu, Yanmin Zhu, Hongzi Zhu,Jiadi Yu, Yuanyuan Yang and Fan Ye, "Long-term Renewable Energy Usage Maximization in a Microgrid," in Proceedings of the IEEE International Conference on Computer Communications and Networks (IEEE ICCCN 2016), Waikoloa, Hawaii, USA, Aug 2016.

    7. Liqun Huang, Yanmin Zhu, Jiadi Yu, and Minyou Wu, "Group Buying based Incentive Mechanism for Mobile Crowd Sensing," in Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2016), London, UK, Jun 2016.

    8. Zhichen Wu, Jianda Li, Jiadi Yu, Yanmin Zhu, Guangtao Xue, and Minglu Li, "L3: Sensing Driving Conditions for Vehicle Lane-Level Localization on Highways," in Proceedings of the IEEE International Conference on Computer Communications (IEEE InfoCom 2016), San Francisco, USA, April 2016.
      (Acceptance rate: 300/1644 = 18.25%)

    9. Jiadi Yu, Xin Dong, Yuan Luo and Minglu Li "Differentially Private Wireless Data Publication in Large-Scale WLAN Networks," in Proceedings of ICPADS 2015, Melbourne, Australia, December 2015.

    10. Yanmin Zhu, Lubin Liu, Jiadi Yu and Chengnian Long "OutSense: Out-of-band Sensing with ZigBee Sensors for Channel Adaptation in Wireless LANs," in Proceedings of ICPADS 2015, Melbourne, Australia, December 2015.

    11. Jiadi Yu, Jiaming Zhao, Yingying Chen, Jie Yang, " Sensing Ambient Light for User Experience-Oriented Color Scheme Adaptation on Smartphone Displays," in Proceedings of the The 13th ACM Conference on Embedded Networked Sensor (SenSys 2015), Seoul, South Korea, November 2015.
      (Acceptance rate: 27/132 = 20.5%)

    12. Juan Li, Yanmin Zhu, Jiadi Yu, Qian Zhang, and Lionel Ni, " Towards Redundancy-Aware Data Utility Maximization under Budget Constraint in Crowdsourced Sensing," in Proceedings of the International Conference on Parallel Processing (ICPP 2015), Beijing, China, September 2015.

    13. Juan Li, Yanmin Zhu, Yiqun Hua, Jiadi Yu, "Crowdsourcing Sensing to Smartphones: A Randomized Auction Approach," in Proceedings of the IEEE/ACM International Symposium on Quality of Service (IEEE/ACM IWQoS 2015), Portland, USA, June 2015. (Short paper)

    14. Zhongyang Chen, Jiadi Yu, Yanmin Zhu, Yingying Chen, Minglu Li "D3: Abnormal Driving Behaviors Detection and Identification using Smartphone Sensors," in Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2015), Seattle, USA, July 2015.

    15. Yaoming Gong, Yanmin Zhu, Jiadi Yu "DEEL: Detecting Elevation of Urban Roads with Smartphones on Wheels," in Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2015), Seattle, USA, July 2015.

    16. Yang Han, Yanmin Zhu, Jiadi Yu "Utility-Maximizing Data Collection in Crowd Sensing: An Optimal Scheduling Approach," in Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2015), Seattle, USA, July 2015.

    17. Wei Sun, Jiadi Yu, Tong Liu "A Distributed Spectrum Sharing Algorithm in Cognitive Radio Networks," in Proceedings of ICPADS 2014, Taiwan, December 2014.

    18. Yang Han, Yanmin Zhu, Jiadi Yu, "A Distributed Utility-Maximizing Algorithm for Data Collection in Mobile Crowd Sensing," in Proceedings of the IEEE Global Communications Conference (IEEE Globecom), Austin, TX USA, December 2014.

    19. Juan Li, Yanmin Zhu, Jiadi Yu, "Load Balance vs Utility Maximization in Mobile Crowd Sensing: A Distributed Approach," in Proceedings of the IEEE Global Communications Conference (IEEE Globecom), Austin, TX USA, December 2014.

    20. Zhenni Feng, Yanmin Zhu, Qian Zhang, Hongzi Zhu, Jiadi Yu, Jian Cao and Lionel Ni, "Towards Truthful Mechanisms for Mobile Crowdsourcing with Dynamic Smartphones," in Proceedings of the 34th International Conference on Distributed Computing Systems (IEEE ICDCS 2014), Madrid, Spain, June 2014.
      (Acceptance rate: 66/500 = 13%)

    21. Yao Sun, Yanmin Zhu, Zhenni Feng, Jiadi Yu, "Sensing Processes Participation Game of Smartphones in Participatory Sensing Systems," in Proceedings of the IEEE International Conference on Sensing, Communication, and Networking (IEEE SECON 2014), Singapore, June 2014.

    22. Haofu Han, Jiadi Yu, Hongzi Zhu, Yingying Chen, Jie Yang, Guangtao Xue, Yanmin Zhu, and Minglu Li, "SenSpeed: Sensing Driving Conditions to Estimate Vehicle Speed in Urban Environments," in Proceedings of the IEEE International Conference on Computer Communications (IEEE InfoCom 2014), Toronto, Canada, April 2014.
      (Acceptance rate: 320/1645 = 19.4%)

    23. Haofu Han, Jiadi Yu, Hongzi Zhu, Yingying Chen, Jie Yang, Guangtao Xue, Yanmin Zhu, and Minglu Li, "E3: Energy-Efficient Engine for Frame Rate Adaptation on Smartphones," in Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems (ACM SenSys 2013), Rome, Italy, November 2013.
      (Acceptance rate: 21/123 = 17%)

    24. Xin Dong, Jiadi Yu, Yuan Luo, Yingying Chen, Guangtao Xue and Minglu Li, "P2E: Privacy-preserving and Effective Cloud Data Sharing Service," in Proceedings of the IEEE Global Communications Conference (IEEE Globecom), Atlanta, Georgia, December 2013.

    25. Xin Dong, Jiadi Yu, Yuan Luo, Yingying Chen, Guangtao Xue and Minglu Li, "Achieving Secure and Efficient Data Collaboration in Cloud Computing," in Proceedings of the IEEE/ACM International Symposium on Quality of Service (IEEE/ACM IWQoS 2013), Montreal, Canada, June 2013. (Short paper)

    26. Chaoqun Yue, Guangtao Xue, Hongzi Zhu, Jiadi Yu, and Minglu Li, "S3: Characterizing Sociality for User-Friendly Steady Load Balancing in Enterprise WLANs," in Proceedings of the 33rd International Conference on Distributed Computing Systems (IEEE ICDCS 2013), Philadelphia, USA, July 2013.
      (Acceptance rate: 61/464 = 13%)

    27. Peng Lu, Jiadi Yu, Xin Dong, Guangtao Xue, and Minglu Li, "Privacy-Aware Multi-Keyword Top-k Search over Untrust Data Cloud," in Proceedings of ICPADS 2012, Singapore, December 2012.

    28. Jiadi Yu, Minglu Li, Jie Wu, "Modeling Analysis and Improvement for Free-Riding on BitTorrent-like File Sharing Systems," in Proceedings of ICPP 2007.

    29. Bin Xiao, Jiadi Yu, Zili Shao, Minglu Li, "Distributed Proximity-Aware Peer Clustering in BitTorrent-like Peer-to-Peer Networks," in Proceedings of the 2006 IFIP International Conference on Embedded and Ubiquitous Computing(EUC 2006).

    30. Jiadi Yu, Qi Qian, Minglu Li, "An Accounting Services Model for ShanghaiGrid," in Proceedings of third International Symposium on Parallel and Distributed Processing and Applications (ISPA2005).

    31. Jiadi Yu, Minglu Li, Feng Hong, "Resource Allocation Based on Pricing for Grid Computing Environments," in Proceedings of third International Symposium on Parallel and Distributed Processing and Applications (ISPA2005).

    32. Jiadi Yu, Minglu Li, Ying Li, Feng Hong, "A Framework for Price-Based Resource Allocation on the Grid," in Proceedings of the 5th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT2004), Singapore, December 2004.

    33. Jiadi Yu, Minglu Li, Ying Li, Feng Hong, "An Economy-Based Accounting System for Grid Computing Environments," in Proceedings of the Fifth International Conference on Web Information Systems Engineering (WISE2004), Brisbane, Australia, November 2004.

    Posters

    1. Zhichen Wu, Jianda Li, Jiadi Yu, Yanmin Zhu, " L3: Vehicle Lane-Level Localization on Highways Using Smartphones," in Proceedings of the The 13th ACM Conference on Embedded Networked Sensor (SenSys 2015), Poster Session, Seoul, South Korea, November 2015.

    2. Juan Li, Yanmin Zhu, Jiadi Yu, Qian Zhang, Lionel M. Ni, "Towards Redundancy-Aware Data Utility Maximization in Crowdsourced Sensing with Smartphones," in Proceedings of the 35th IEEE International Conference on Distributed Computing System (ICDCS 2015) , Poster Session, Columbus, Ohio, June 2015.

    Patents

    1. Jiadi Yu, Zhi Qiao, Yanmin Zhu, Minglu Li, "基于智能终端传感的高速公路车辆车道识别方法与系统," ZL201510927456.7.

    2. Jiadi Yu, Jiaming Zhao, Yanmin Zhu, Minglu Li, "智能移动终端的浏览器配色方案自动调节方法及系统," ZL201410133361.3.

    3. Yaoming Gong, Yanmin Zhu, Jiadi Yu, "基于隐马尔科夫模型的车辆行驶道路类型的判断方法," CN104537209B.

    4. Jiadi Yu, Jiaming Zhao, Yanmin Zhu, Minglu Li, "智能移动终端的浏览器配色方案自动调节方法及系统," CN103902713B.

    5. Guangtao Xue, Qi He, Chaoqun Yue, Hongzi Zhu, Jiadi Yu, "无线接入点负载均衡优化方法," CN103096380B.

    6. Guangtao Xue, Fei Yu, Hongzi Zhu, Jiadi Yu, "基于数据流预测的低功耗RRC协议优化控制方法," CN103037391B.

    7. Haofu Han, Jiadi Yu, Hongzi Zhu, Guangtao Xue, Minglu Li, "用于触屏智能移动终端的刷新率优化方法及系统," CN103217897B.

    8. Guangtao Xue, Qingnan Zou, Yuan Luo, Jiadi Yu, Hongzi Zhu, "城区出租车动态在线调度优化系统及其方法," CN103177575B.

    Collaborators

    Students

    • Ph.D. Students:
    • Yanhua Cao
      Li Lu
      Xiangyu Xu

    • Master Students:
    • Guancheng Liang
      Deqian Zou
      Tian Ma

    • Undergraudate Students:
    • Shengjie Luo
      Bo Wang
      Jiayu Zhu

    Graduated Students

    • Doctor Students:
    • - Xin Dong, Jun. 2015, Software Engineer at Tencent
        "Research on the Key Technologies of Data Security and Privacy Preserving in Cloud Computing"

    • Master Students:
    • - Zhi Qiao, Jan. 2017,
        "Inattentive Driving Recognition Leveraging Audio Devices on Smartphones"

      - Zhongyang Chen, Jan. 2016, Software Engineer at AutoDesk
        "Abnormal Driving Behaviors Detection and Identification using Smartphone Sensors"

      - Guang Yang, Jan. 2016, Software Engineer at Tencent

      - Haofu Han, Jan. 2014, Software Engineer at Tencent
        "Sensing Driving Conditions to Estimate Vehicle Speed in Urban Environments"

      - Peng Lu, Jan. 2014, Software Engineer at NETEASE
        "Research of Encrypted Multi-Keyword Retrieval Technology in Cloud Computing"

    • Undergraudate Students:
    • - Zhichen Wu, Jun. 2016, Master Students at University of California, San Diego
        "Vehicle Lane-Level Localization on Highways Using Smartphones"

      - Jianda Li, Jun. 2016, Master Students at Hong Kong University of Science and Technology
        "Sensing Driving Conditions for Vehicle Lane-Level Localization on Highways"

      - Jiaming Zhao, Jun. 2014, Software Engineer at Goldman Sachs China
        "Sensing Ambient Light for User Experience-Oriented Color Scheme Adaptation on Smartphone Displays"

    Software Engineering

    This course covers the Theoretical Foundations required for successful building of complex system.

    Computer Networks

    This course covers the Theoretical Foundations required for computer networks.

    IT Project Management



    Last modified: May 18th, 2017