Desheng Zhang
Assistant Professor

Department of Computer Science
Rutgers University

(848) 445-8307
dz220 AT cs.rutgers.edu



Selected Conference Papers

Cyber

Physical

Systems


  1. Desheng Zhang, Juanjuan Zhao, Fan Zhang, Ruobing Jiang, and Tian He.
    Feeder: Supporting Last-Mile Transit with Extreme-Scale Urban Infrastructure Data
    In ACM IPSN 2015. (Acceptance Rate: 27/110=24%) [Paper]

  2. Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.
    UrbanCPS: a Cyber-Physical System Based on Multi-Source Data with Model Integration
    In ACM/IEEE ICCPS 2015. (Acceptance Rate: 25/91=27%) [Paper]

  3. Desheng Zhang, Jun Huang, Ye Li, Fan Zhang, Chengzhong Xu, and Tian He.
    Exploring Human Mobility with Multi-Source Data at Extremely Large Metropolitan Scales
    In ACM MobiCom 2014. (Acceptance Rate: 36/220=16%) [Paper]

  4. Desheng Zhang, Ye Li, Fan Zhang, Mingming Lu, Yunhuai Liu, and Tian He.
    coRide:Carpool Service with a Win-Win Fare Model for Large-Scale Taxicab Networks
    In ACM SenSys 2013. (Acceptance Rate: 21/123=17%) [Paper]

  5. Desheng Zhang, and Tian He.
    pCruise:Reducing Cruising Miles for Taxicab Networks
    In IEEE RTSS 2012. (Acceptance Rate: 35/157=22%) [Paper]

Big

Data

Analytics


  1. Desheng Zhang, Fan Zhang, and Tian He.
    MultiCalib:National-Scale Traffic Model Calibration with Multi-source Incomplete Data
    In ACM SIGSPATIAL 2016. (Acceptance Rate: 40/217=18%) [Paper]

  2. Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.
    coMobile: Real-time Human Mobility Modeling at Urban Scale by Multi-View Learning
    In ACM SIGSPATIAL 2015. (Acceptance Rate: 38/216=17%) [Paper]

  3. Desheng Zhang,Ruobing Jiang, Shuai Wang, Yanmin Zhu, Bo Yang, Tian He, and Jian Cao.
    Everyone Counts: Fine-Grained Digital Media Advertising in Urban Metro Systems
    In IEEE BIGDATA 2015. (Acceptance Rate: 63/363=17%) [Paper] [Fast Track to IEEE TBD]

  4. Desheng Zhang, Tian He, Shan Lin, and John A. Stankovic.
    Dmodel: Online Taxicab Passenger Demand Model from Large Roving Sensor Networks
    In IEEE BIGDATA 2014. (Acceptance Rate: 38/200=19%) [Paper]

  5. Desheng Zhang, Tian He, Yunhuai Liu, and John A.Stankovic.
    CallCab:A Unified Recommendation System for Carpooling and Regular Taxicab Services
    In IEEE BIGDATA 2013. (Acceptance Rate: 45/259=17%) [Paper]

Wireless

Mobile

Networking


  1. Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, and Hui Lei.
    Acc:Generic On-Demand Accelerations for Neighbor Discovery in Mobile Applications
    In ACM SenSys 2012. (Acceptance Rate: 23/123=18%) [Paper]

  2. Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, and Hui Lei.
    EQS:Neighbor Discovery and Rendezvous Maintenance with Extended Quorum System
    In IEEE ICDCS 2012. (Acceptance Rate: 71/515=13%) [Paper]

  3. Desheng Zhang, and Tian He.
    Collaborative Sensing and Control in Large-Scale Transportation Systems
    In CTS 2014. [Invited Paper]

  4. Desheng Zhang, Jinbao Li, and Longjiang Guo.
    MCR:A Dynamic and Optimal Duty Cycle Based MAC Protocol for Wireless Sensor Networks
    In CWSN 2010. [Best Paper Award]

  5. Desheng Zhang and Jinbao Li.
    HM-MAC: A Multi-Channel MAC Protocol for Sensor Networks with Broadcast Supporting
    In CWSN 2009. [Fast Track to JCRD]

  6. Jinbao Li, and Desheng Zhang.
    M&M: A Multi-Channel MAC Protocol with Multiple Channel Reservation for Sensor Networks
    In CyberC 2010. [Honorable Paper Award]

  7. F. Miao, S. Lin, S. Munir, J. Stankovic, H. Huang, Desheng Zhang, T. He, and G. J. Pappas.
    Taxi Dispatch with Real-Time Data in Metropolitan Areas
    In ACM ICCPS 2015. [Best Paper Nominee]


Other Papers

Selected

Journal

Papers


  1. Desheng Zhang, Ruobing Jiang, Shuai Wang, Yanmin Zhu, Bo Yang, Tian He, and Jian Cao.
    Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks
    Minor Revision for IEEE TBD 2017.

  2. Desheng Zhang, Tian He and Fan Zhang.
    Real-time Human Mobility Modeling at Urban Scale by Multi-View Learning
    In ACM TIST 2017.

  3. Desheng Zhang, Tian He, Shan Lin, Sirajum Munir, and John A. Stankovic.
    Taxi Passenger Demand Modeling from a Roving Sensor Network
    In IEEE TBD 2016.

  4. Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.
    Neighbor Discovery and Maintenance with Extended Quorum Systems
    In IEEE TMC 2016.

  5. Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.
    Heterogeneous Model Integration for Multi-source Infrastructure Data
    In ACM TCPS 2016.

  6. Desheng Zhang, Juanjuan Zhao, Fan Zhang, Ruobing Jiang and Tian He.
    Last-Mile Transit Service with Urban Infrastructure Data
    In ACM TCPS 2016.

  7. Desheng Zhang, Fan Zhang, Ming Lu, Yunhuai Liu, and Tian He.
    Carpool Service for Large-Scale Taxicab Networks
    In ACM TOSN 2016.

  8. Desheng Zhang, Tian He, Yunhuai Liu, Yu Gu, Fan Ye, Raghu K. Ganti, and Hui Lei.
    Generic Neighbor Discovery in Mobile Applications
    In ACM TOSN 2015.

  9. Desheng Zhang, Tian He, Lin Shan, Sirajum Munir, and John A. Stankovic.
    Online Cruising Mile Reduction for Large-Scale Taxicab Networks
    In IEEE TPDS 2015.

  10. Desheng Zhang, Tian He, Yunhuai Liu, and John A. Stankovic.
    A Unified Recommendation System for Carpooling and Regular Taxicab Services
    In IEEE TETC 2014.

  11. Desheng Zhang, Jinbao Li, and Longjiang Guo.
    Study on Asynchronous Multi-channel MAC Protocol for WSNs
    In Journal of Software 2012.

  12. Desheng Zhang, Jinbao Li, and Longjiang Guo.
    Study on Multi-channel Reservation Based MAC Protocol for Wireless Sensor Networks
    In Journal on Communications 2011.

  13. Desheng Zhang, Jinbao Li, Longjiang Guo, Shouling Ji, and Yu Wang.
    HM-MAC: A Multi-Channel MAC Protocol for Sensor Networks with Broadcast Supporting
    In Journal of Computer Research and Development 2009.

  14. F. Miao, S. Lin, S. Munir, J. Stankovic, H. Huang, Desheng Zhang, T. He, and G. J. Pappas.
    Taxi Dispatch with Real-Time Data in Metropolitan Areas
    In IEEE TASE 2016, Invited Paper.

Selected

Conference

Posters


  1. Zhihan Fang and Desheng Zhang.
    Human Mobility Modeling on Metropolitan Scale Based on Multiple Cellphone Networks
    In ACM/IEEE IoTDI 2017.

  2. Desheng Zhang, and Tian He.
    USN: an Extremely Large Sensor Network based on Urban Infrastructures for Smart Cities
    In ACM SenSys 2016.

  3. F.Miao, S.Han, S.Lin, J.Stankovic, Q.Wang, Desheng Zhang, T.He and G.Pappas.
    Data-Driven Robust Taxi Dispatch Approaches
    In ACM ICCPS 2016.

  4. Desheng Zhang, and Tian He.
    Improving Efficiency of Metropolitan-Scale Transit Systems with Multi-Mode Data Feeds
    In ACM MobiSys 2014.

  5. Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, and Hui Lei.
    Neighbor Discovery with Distributed Quorum System
    In ACM SenSys 2011.

  6. Desheng Zhang, Tian He, Fan Ye, Raghu K. Ganti, and Hui Lei.
    Where Is the Crowd?: Crowdedness Detection Scheme for Mobile Crowdsensing Applications
    In IEEE INFOCOM 2011.

Papers

Under

Review


  1. Desheng Zhang, Tian He, Fan Zhang, and Chengzhong Xu.
    Urban-Scale Human Mobility Modeling with Multi-Source Urban Network Data
    Submitted to IEEE/ACM ToN 2017.

  2. Desheng Zhang, Tian He, and Fan Zhang.
    National-Scale Traffic Model Calibration with Multi-source Incomplete Data
    Submitted to ACM TCPS 2017.

  3. F. Miao, S. Han, S. Lin, J. Stankovic, Q. Wang, Desheng Zhang, T. He, and G. J. Pappas.
    Data-Driven Approaches for Modeling Taxi Demand Uncertainties
    Submitted to IEEE TCST 2017.