Publications



    Papers

  • HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking
    Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang. [PDF]
    ICCV'19 Neural Architects Workshop [Best Paper Nominee]

  • NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision
    Biyi Fang*, Xiao Zeng*, and Mi Zhang. [PDF | Video]
    ACM MobiCom '18 [Acceptance Rate: 22.4%]

  • DeepASL: Enabling Ubiquitous and Non-Intrusive Word and Sentence-Level Sign Language Translation
    Biyi Fang, Jillian Co, and Mi Zhang. [PDF | Slides | Demo]
    ACM SenSys '17 [Acceptance Rate: 17.2%]

  • When Virtual Reality Meets IoT in the Gym: Enabling Immersive and Interactive Machine-Based Strength Training
    Fazlay Rabbi, Taiwoo Park, Biyi Fang, Youngki Lee, and Mi Zhang. [PDF ]
    ACM IMWUT-Ubicomp '18

  • AirSense: An Intelligent Home-based Sensing System for Indoor Air Quality Analytics
    Biyi Fang, Qiumin Xu, Taiwoo Park, and Mi Zhang. [PDF | Slides]
    ACM UbiComp '16 [Acceptance Rate: 23.9%]

  • BodyScan: Enabling Radio-based Sensing on Wearable Devices for Contactless Activity and Vital Sign Monitoring
    Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, and Fahim Kawsar. [PDF| Video | Talk | Slides]
    ACM MobiSys '16 [Acceptance Rate: 15.7%]

  • HeadScan: A Wearable System for Radio-based Sensing of Head and Mouth-related Activities
    Biyi Fang, Nicholas D. Lane, Mi Zhang, and Fahim Kawsar. [PDF | Video | Slides ]
    ACM/IEEE IPSN '16 [Acceptance Rate: 19.7%]

  • Feasibility of B-mode Diagnostic Ultrasonic Energy Transfer and Telemetry to a cm2 Sized Deep-Tissue Implant
    Biyi Fang, Tao Feng, Mi Zhang, and Shantanu Chakrabartty. [PDF]
    IEEE ISCAS' 15




  • Posters and Demos

  • Demo: Towards Immersive and Interactive Gym Exercise
    Fazlay Rabbi, Taiwoo Park, Biyi Fang, Youngki Lee and Mi Zhang
    ACM MobiSys '16

  • Poster: Towards Radio-based Sensing on Wearables
    Biyi Fang, Nicholas D. Lane, Mi Zhang, and Fahim Kawsar.
    ACM MobiSys '16

  • Towards Radio-based Activity Sensing on Wearables
    Biyi Fang, Nicholas D. Lane, Mi Zhang, and Fahim Kawsar.
    ACM HotMobile '16




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