Desheng Zhang

Assistant Professor
Computer Science, Rutgers
Office: CoRE Building 307
Phone: (848) 445-8307
desheng AT cs.rutgers.edu

Visiting Professor
Media Lab, MIT
desheng AT mit.edu

Selected Conference Papers

Mainly publishing in top Ubiquitous and Mobile Computing Conferences, e.g., IMWUT/UbiComp, MobiCom, SIGCOMM, NSDI, KDD, SenSys, WWW, ICDE, ICDCS, ICCPS, IPSN, RTSS, IROS, ACM/IEEE Transactions. The authors with * are the students working primarily with me.

2021


  1. Yi Ding*, Yu Yang*, W.Jiang, Y.Liu, Tian He, Desheng Zhang.
    Nationwide Deployment and Operation of a Virtual Arrival Detection System in the Wild.
    To Appear in ACM SIGCOMM 2021. [Paper] 55/241=22%.

  2. Yi Ding*, Ling Liu, Yu Yang*, Yunhuai Liu, Desheng Zhang, Tian He.
    From Conception to Retirement: a Lifetime Story of a 3-Year-Old Operational Wireless Beacon System in the Wild.
    To Appear in USENIX NSDI 2021. [Paper] [BibTex] 19/114=16%.

  3. Zhihan Fang*, G. Yang*, D. Zhang, X. Xie*, G.Wang*, Y.Yang*, F.Zhang* and Desheng Zhang.
    MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance
    In ACM SIGKDD 2021. [Paper] 138/705=19%.

  4. Guang Wang*, Zhou Qin*, Shuai Wang, Huijun Sun, Zheng Dong, and Desheng Zhang.
    Joint Real-Time Repositioning and Charging for Electric Carsharing with Dynamic Deadlines
    In ACM SIGKDD 2021. [Paper] 138/705=19%.

  5. Zhihan Fang*, Guang Wang*, Xiaoyang Xie*, Fan Zhang, Desheng Zhang.
    Urban Map Inference by Pervasive Vehicular Sensing Systems with Complementary Mobility
    To Appear in ACM UbiComp 2021. [Paper] [BibTex]

  6. Guang Wang*, Harsh Rajkumar Vaish*, Huijun Sun, Jianjun Wu, Shuai Wang, Desheng Zhang.
    Mixing Qualitative and Quantitative User Studies for Online Car Sharing Systems.
    To Appear in ACM UbiComp 2021. [Paper] [BibTex]

  7. Zhou Qin*, YikunXian, Fan Zhang, Desheng Zhang.
    MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors.
    To Appear in ACM UbiComp 2021. [Paper] [BibTex]

  8. Dong Zhao, Zijian Cao, Chen Ju, Desheng Zhang, Huadong Ma.
    D2Park: Diversified Demand-aware On-street Parking Guidance.
    To Appear in ACM UbiComp 2021. [Paper] [BibTex]

  9. Song Yiwei*, Yunhuai Liu, Wenqing Qiu, Zhou Qin, Chang Tan, Can Yang, Desheng Zhang.
    MIFF: Human Mobility Extractions with Cellular Signaling Data.
    To Appear in ACM UbiComp 2021. [Paper] [BibTex]

  10. Guang Wang*, Shuxin Zhong, Shuai Wang, Fei Miao, Zheng Dong, Desheng Zhang.
    Data-Driven Fairness-Aware Vehicle Displacement for Large-Scale Electric Taxi Fleets.
    To Appear in IEEE ICDE 2021. [Paper] [BibTex]

  11. Yukun Yuan, Meiyi Ma, S. Han, Desheng Zhang, Fei Miao, John A. Stankovic and Shan Lin.
    DeResolver: A Decentralized Negotiation and Conflict Resolution Framework for City Services.
    To Appear in ACM ICCPS 2021. 26% [Paper] [BibTex]

2020


  1. Yu Yang*, Ding Yi, D.Yuan, Guang Wang*, Xiaoyang Xie*, Y. Liu, T. He and Desheng Zhang.
    TransLoc: Transparent Indoor Localization with Uncertain Human Participation.
    In ACM MobiCom'20.
    [Paper] 63/384=16%,

  2. Desheng Zhang.
    Mobile Cyber Physical Systems for Smart Cities.
    In ACM WWW'20 Sideway WorkShop. Invited Keynote

  3. Zhihan Fang*, Boyang Fu*, Zhou Qin*, Fan Zhang, and Desheng Zhang.
    PrivateBus: Privacy Identification and Protection in Large-Scale Bus WiFi Systems
    In ACM UbiComp 2020. [Paper] [BibTex]

  4. Xiaoyang Xie*, Zhihan Fang*, Yang Wang, Fan Zhang, and Desheng Zhang.
    RISC: Resource-Constrained Urban Sensing Task Scheduling based on Commercial Fleets
    In ACM UbiComp 2020. [Paper] [BibTex]

  5. Guang Wang*, Yongfeng Zhang, Zhihan Fang*, Fan Zhang, and Desheng Zhang.
    FairCharge: Data-Driven Fairness-Aware Charging Recommendation for Electric Taxi Fleets
    In ACM UbiComp 2020. [Paper] [BibTex]

  6. Zhou Qin*, Fang Cao, Yu Yang*, Shuai Wang, Yunhuai Liu, Chang Tan, and Desheng Zhang.
    CellPred: A Behavior-aided Scheme for Cellular Data Usage Prediction
    In ACM UbiComp 2020. [Paper] [BibTex]

  7. Zhihan Fang*, Gang Wang*, Shuang Wang, Chaoji Zuo, Fan Zhang, and Desheng Zhang.
    CellRep: Usage Representativeness Modeling and Correction Based on Multiple City-Scale Cellular Networks
    In the Web Conference (WWW) 2020. 217/1129=19%, Oral Presentation. [Paper] [BibTex]

  8. Sihong He, Lynn Pepin, Guang Wang, Desheng Zhang and Fei Miao.
    Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties
    In In IEEE/RSJ IROS 2020.[Paper] [BibTex]

2019


  1. Yu Yang*, Xiaoyang Xie*, Zhihan Fang*, Fan Zhang, Yang Wang, and Desheng Zhang.
    VeMo: Enabling Vehicular Mobility Modeling at Individual Levels with Full Penetration
    In ACM MobiCom 2019. [Paper][BibTex]

  2. Guang Wang*, Xiuyuan Chen*, Fan Zhang, Yang Wang, and Desheng Zhang.
    Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Fleets
    In ACM MobiCom 2019. [Paper][BibTex]

  3. Zhihan Fang*, Yu Yang*, Shuai Wang, B Fu, Z, Song, Fan Zhang, and Desheng Zhang.
    MAC: Measuring the Impacts of Anomalies on Travel Time of Multiple Transportation Systems
    In ACM UbiComp 2019. [Paper][BibTex]

  4. Xiaoyang Xie*, Zhihan Fang*, Yu Yang*, Yunhuai Liu, and Desheng Zhang.
    coSense: Collaborative Urban-Scale Vehicle Sensing based on Heterogeneous Fleets
    In ACM UbiComp 2019. [Paper][BibTex]

  5. Guang Wang*, W.Li, J.Zhang, Y.Ge, Z.Fu, F.Zhang, Y.Wang,and Desheng Zhang.
    sharedCharging: Data-Driven Shared Charging for Large-Scale Heterogeneous Electric Vehicles
    In ACM UbiComp 2019. [Paper][BibTex]

  6. Yi Zhao, Xu Wang, Jianbo Li, Zheng Yang, and Desheng Zhang.
    CellTrans: Private Car or Public Transportation? Infer Users' Main Transportation Modes
    In ACM UbiComp 2019. [Paper][BibTex]

  7. Yan Zhang, Yunhuai Liu, Y.Ding, G.Li, N.Chen, H.Zhang, T.He and Desheng Zhang.
    Route Prediction for Instant Delivery
    In ACM UbiComp 2019. [Paper][BibTex]

  8. Guangyan Hu, Sandro Rigo, Desheng Zhang, and Thu Nguyen.
    Approximation with Error Bounds in Spark
    In IEEE MASCOTS 2019. [Paper][BibTex]

  9. Yukun Yuan, Desheng Zhang, Fei Miao, Jiming Chen, Tian He and Shan Lin.
    p^2Charging: Proactive Partial Charging for Electric Taxi Systems
    In IEEE ICDCS 2019. 19.6% [Paper][BibTex]

  10. Shuai Wang, Tian He, Desheng Zhang, Y.Liu, Sang H. Son..
    Towards Efficient Sharing: A Usage Balancing Mechanism for Bike Sharing Systems
    In WWW 2019. 225/1247=18%, [Best Papers Award Nominee]. [Paper][BibTex]

2018


  1. Zhou Qin*, Zhihan Fang*, Yunhuai Liu, Chang Tan, Wei Chang, and Desheng Zhang.
    EXIMIUS: A Measurement Framework for Explicit and Implicit Urban Traffic Sensing
    In ACM SenSys 2018. [Paper][BibTex]

  2. Guang Wang*, Xiaoyang Xie*, Fan Zhang, Yunhuai Liu, and Desheng Zhang.
    bCharge: Data-Driven Real-Time ChargingScheduling for Large-Scale Electric Bus Fleets
    In IEEE RTSS 2018. [Paper] [BibTex]

  3. Zhihan Fang*, Fan Zhang*, Ling Yin, and Desheng Zhang.
    MutliCell: Urban Population Modeling based on Multiple Cellphone Networks
    In ACM UbiComp 2018. [Paper] [BibTex]

  4. Xiaoyang Xie*, Fan Zhang*, and Desheng Zhang.
    PrivateHunt: Multi-source Data-driven Dispatching in For-Hire Vehicle Systems
    In ACM UbiComp 2018. [Paper] [BibTex]

  5. Yu Yang*, Fan Zhang, and Desheng Zhang.
    SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems
    In ACM UbiComp 2018. [Paper] [BibTex]

  6. S. Wang, T. He, Desheng Zhang, Y.Shu, Y.Liu, Y.Gu, C.Liu, J.Lee, and S.Son.
    BRAVO: Improving the Rebalancing Operation in Bike Sharing System
    In ACM UbiComp 2018. [Paper] [BibTex]

  7. Y. Yuan, Desheng Zhang, Fei Miao, John A. Stankovic, Tian He, George Pappas and Shan Lin.
    Dynamic Integration of Heterogeneous Transportation Modes under Disruptive Events
    In ACM ICCPS 2018. [Paper] [BibTex]

2017


  1. Ruilin Liu, Yu Yang*, Daehan Kwak, Desheng Zhang, Liviu Iftode, and Badri Nath.
    Towards Fine-Grained Parking Availability Crowdsourcing Using Parking Decision Models
    In ACM UbiComp 2017. (Acceptance Rate: 23/268=8.6% , 1 of 9 Discussion Papers) [Paper] [BibTex]

  2. Haengju Lee, Desheng Zhang, Tian He, and Sang Son
    MetroTime: Travel Time Decomposition under Stochastic Time Table for Metro Networks
    In IEEE SmartComp 2017. (Invited Paper) [Paper] [BibTex]

2011-2016

Ph.D


  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][BibTex]

  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][BibTex]

  3. 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] [BibTex]

  4. 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] [BibTex]

  5. 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] [BibTex]

  6. 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][BibTex]

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

  8. 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][BibTex]

  9. 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][BibTex]

  10. 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][BibTex]

  11. 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][BibTex]

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

  13. 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][BibTex]

  14. 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][BibTex]

2009-2011

Master


  1. Jinbao Li, Desheng Zhang, Longjiang Guo.
    OCO: A Multi-channel MAC Protocol with Opportunistic Cooperation for Wireless Sensor Networks.
    In IEEE EUC 2011. [Paper][BibTex]

  2. Jinbao Li, Desheng Zhang, Longjiang Guo.
    OMA: A Multi-channel MAC Protocol with Opportunistic Media Access in Wireless Sensor Networks.
    In IEEE MSN 2011. [Paper][BibTex]

  3. 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][Paper][BibTex]

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

  5. Jinbao Li, and Desheng Zhang.
    RCO: A Multi-channel MAC Protocol with Random Cooperation for Sensor Networks.
    In IEEE UIC 2010.[Paper][BibTex]

  6. Jinbao Li, and Desheng Zhang, Shouling Ji, Longjiang Guo.
    RCS: A Random Channel Selection with Probabilistic Backoff for Multi-Channel MAC Protocols in WSNs.
    In IEEE GLOBECOM 2010.[Paper][BibTex]

  7. Jinbao Li, Desheng Zhang, Longjiang Guo, Shouling Ji, Yingshu Li.
    M-cube: A Duty Cycle Based Multi-channel MAC Protocol with Multiple Channel Reservation for WSNs.
    In IEEE ICPADS 2009.[Paper][BibTex]

  8. 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][Paper][BibTex]


ACM/IEEE Transactions and Referred Posters

Selected

Journal

Papers


  1. Qin Zhou*, Zhihan Fang*, Yunhuai Liu, Chang Tan, Wei Chang, and Desheng Zhang
    A Measurement Framework for Explicit and Implicit Urban Traffic Sensing
    In ACM TOSN 2021.

  2. Yu Yang*, X.Xie*, Z.Fang*, F.Zhang, Y.Wang, and Desheng Zhang
    Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration
    In IEEE TMC 2020.

  3. Guang Wang*, Zhihan Fang, Xiaoyang Xie, Shuai Wang, Fan Zhang, Y. Liu, Desheng Zhang
    Pricing-Aware Real-Time Charging Scheduling for Large-Scale Electric Buses
    In ACM TIST, 2020.

  4. Guang Wang*, Fan Zhang, Yang Wang, Desheng Zhang
    Understanding the Long-Term Evolution of Electric Taxi Networks
    In ACM TIST, 2020.

  5. Dan Luo, Dong Zhao, Q. Ke, X. You, L. Liu, Desheng Zhang, H. Ma, X. Zuo
    Fine-grained Service-level Passenger Flow Prediction for Bus Transit Systems Based on Multitask Deep Learning
    In IEEE TITS 2020 .[Paper][BibTex]

  6. Guang Wang, Fan Zhang, Yang Wang, Desheng Zhang.
    Understanding the Long-Term Evolution of Electric Taxi Networks
    In ACM TIST 2020.[Paper][BibTex]

  7. Lai Tu, Shuai Wang, Desheng Zhang, Fan Zhang, and Tian He.
    ViFi-MobiScanner: Observe Human Mobility via Vehicular Internet Service
    In IEEE TITS 2019.[Paper][BibTex]

  8. Desheng Zhang, Tian He, Fan Zhang, and Chengzhong Xu.
    Urban-Scale Human Mobility Modeling with Multi-Source Urban Network Data
    In IEEE/ACM ToN 2018.[Paper][BibTex]

  9. Desheng Zhang, Tian He, and Fan Zhang.
    National-Scale Traffic Model Calibration with Multi-source Incomplete Data
    In ACM TCPS 2018.[Paper][BibTex]

  10. 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
    In IEEE TBD 2017.[Paper][BibTex]

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

  12. 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.[Paper][BibTex]

  13. Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.
    Neighbor Discovery and Maintenance with Extended Quorum Systems
    In IEEE TMC 2016.[Paper][BibTex]

  14. Desheng Zhang, Juanjuan Zhao, Fan Zhang, and Tian He.
    Heterogeneous Model Integration for Multi-source Infrastructure Data
    In ACM TCPS 2016.[Paper][BibTex]

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

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

  17. 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.[Paper][BibTex]

  18. 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.[Paper][BibTex]

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

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

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

  22. 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.[Paper][BibTex]

  23. 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
    In IEEE TCST 2017.[Paper][BibTex]

  24. 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] [BibTex]

Peer-Reviewed

Conference

Posters


  1. Zhihan Fang, Guang Wang, and Desheng Zhang.
    Modeling Fine-Grained Human Mobility on Cellular Networks
    In WWW 2020.

  2. Guang Wang and Desheng Zhang.
    Understanding Long-Term Mobility and Charging Evolving of Shared Electric Vehicle Networks
    In ACM MobiCom 2019.

  3. Zhihan Fang, Fan Zhang, Desheng Zhang.
    Fine-grained travel time sensing in heterogeneous mobile networks
    In ACM SenSys 2019.

  4. Zhou Qin, Yikun Xian, Desheng Zhang.
    A neural networks based caching scheme for mobile edge networks
    In ACM SenSys 2019.

  5. Shuxin Zhong, Desheng Zhang.
    Conflict Detection for Smart Cities Services
    In ACM SenSys 2019.

  6. Fan Zhang, Desheng Zhang.
    Privacy-aware synthesis of sensing data based on learning model at metropolitan scale
    In ACM SenSys 2019.

  7. Guang Wang, Fan Zhang, Desheng Zhang.
    tCharge - A fleet-oriented real-time charging scheduling system for electric taxi fleets
    In ACM SenSys 2019.

  8. Xiaoyang Xie, Fan Zhang, Desheng Zhang.
    Understanding real-time interaction in heterogeneous vehicular sensing
    In ACM SenSys 2019.

  9. Yu Yang, Fan Zhang, Desheng Zhang.
    Vehicular mobility modeling based on heterogeneous sensor networks
    In ACM SenSys 2019.

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

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

  12. 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.

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

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

  15. 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.