Publications
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Papers
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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]
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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%]
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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%]
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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
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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%]
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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%]
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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%]
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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
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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
Posters and Demos