Publications

For the complete list of our publications, please check this page https://scholar.google.com/citations?user=3-nlJyUAAAAJ&hl=en

Selected Publications:

  • Staring at the Sun: A Physical Black-box Solar Performance Model.
    Dong Chen, Joseph Breda, David Irwin.
    In Proc. of the 2018 ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys’18), November 07 – 08, 2018. Acceptance rate: 24.19%.
    [Paper]
  • Private Memoirs of IoT Devices: Safeguarding User Privacy in the IoT Era.
    Dong Chen, Phuthipong Bovornkeeratiroj, David Irwin and Prashant Shenoy
    In Proc. of the 38th IEEE International Conference on Distributed Computing Systems (ICDCS’18), July 2 – 5, 2018, Vienna, Austria.
    [Paper]
  • Weatherman: Exposing Weather-based Privacy Threats in Big Energy Data.
    Dong Chen
    , David Irwin.

    In Proceedings of 2017 IEEE International Conference on Big Data (BigData’17), Boston, MA, USA, Dec 11-14, 2017. Accept Rate = 87/437 = 20%.
    [Paper]-[Presentation]
  • Black-box Solar Performance Modeling: Comparing Physical, Machine Learning, and Hybrid Approaches.
    Dong Chen
    , David Irwin.

    In Proceedings of 2017 ACM Greenmetrics (Greenmetrics’17), Urbana-Champaign, IL, USA, June 6, 2017. Re-published: Performance Evaluation Review, Vol. 45, No. 2, September 2017.
    [Paper]-[Sigmetrics17/Greenmetrics17 Travel Grant]
  • SunDance: Black-box Behind-the-Meter Solar Disaggregation.
    Dong Chen
    , David Irwin.

    In Proceedings of the eighth ACM International Conference on Future Energy Systems (e-Energy’17), Hongkong, 2017. Acceptance ratio = 26.7%.
    [Paper]-[Data Release]-[eEnergy17 travel grant]
  • SunSpot: Exposing the Location of Anonymous Solar-powered Homes.
    Dong Chen
    , Srinivasan Iyengar, David Irwin, Prashant Shenoy.

    In Proceedings of the 2016 ACM International Conference on Systems for Energy-Efficient Built Environments (BuildSys’16), Stanford, CA, USA, 2016. Accept Rate = 24.48%.
    [Paper]-[Presentation]-[Data Release]-[Sensys16/Buidlsys16 Travel Grant]
  • SmartSim: A Device-Accurate Smart Home Simulator for Energy Analytics.
    Dong Chen
    , David Irwin, Prashant Shenoy.

    In Proceedings of the 2016 IEEE International Conference on Smart Grid Communications (SmartGridComm’16), Sydney, Australia, 2016.
    [Paper]-[Presentation]
  • Preventing Occupancy Detection from Smart Meters.
    Dong Chen
    , Sandeep Kalra, David Irwin, Prashant Shenoy, and Jeannie Albrecht.

    IEEE Transactions on Smart Grid, 6(5), pp.2426-2434, 2015, Impact Factor: 7.364.
    [Paper]
  • Combined Heat and Privacy: Preventing Occupancy Detection from Smart Meters.
    Dong Chen
    , David Irwin, Prashant Shenoy, Jeannie Albrecht.

    In Proceedings of the 12th IEEE International Conference on Pervasive Computing and Communications (Percom’14), Budapest, Hungary, 2014. Acceptance rate = 14%.
    [Paper]
  • Non-Intrusive Occupancy Monitoring using Smart Meters.
    Dong Chen
    , Sean Barker, Adarsh Subbaswamy, David Irwin, Prashant Shenoy.

    In Proceedings of the Fifth ACM Workshop On Embedded Sensing Systems For Energy-Efficiency In Buildings (BuildSys’13), Roma, Italy, November 11-15, 2013. Accept Ratio = 39%.
    [Paper]-[Data Release]