Biyi Fang

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 23

Top Topics

Sequence Labeling

Neural Network Training

Top Venues

MobiSys (Companion Volume)

Publications

Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content. EMNLP (Industry Track) (2022)
Biyi Fang, Kripa Rajshekhar, Diego Klabjan
Topic Analysis for Text with Side Data. CoRR (2022)
Biyi Fang, Jean Utke, Diego Klabjan
Tricks and Plugins to GBM on Images and Sequences. CoRR (2022)
Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan, Vivek Gupta
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content. CoRR (2022)
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
Only Train Once: A One-Shot Neural Network Training And Pruning Framework. CoRR (2021)
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
Only Train Once: A One-Shot Neural Network Training And Pruning Framework. NeurIPS (2021)
Xiao Zeng, Biyi Fang, Haichen Shen, Mi Zhang
Distream: scaling live video analytics with workload-adaptive distributed edge intelligence. SenSys (2020)
Tianyi Chen, Bo Ji, Yixin Shi, Tianyu Ding, Biyi Fang, Sheng Yi, Xiao Tu
Neural Network Compression Via Sparse Optimization. CoRR (2020)
Biyi Fang, Xiao Zeng, Faen Zhang, Hui Xu, Mi Zhang
FlexDNN: Input-Adaptive On-Device Deep Learning for Efficient Mobile Vision. SEC (2020)
Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu
Deep Learning in the Era of Edge Computing: Challenges and Opportunities. CoRR (2020)
Biyi Fang, Diego Klabjan
Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network. CoRR (2019)
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Mi Zhang, Hui Xu
HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking. ICCV Workshops (2019)
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang
HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking. CoRR (2019)
Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee
When Virtual Reality Meets Internet of Things in the Gym: Enabling Immersive Interactive Machine Exercises. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (2) (2018)
Biyi Fang, Xiao Zeng, Mi Zhang
NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision. CoRR (2018)
Biyi Fang, Diego Klabjan
A Stochastic Large-scale Machine Learning Algorithm for Distributed Features and Observations. CoRR (2018)
Biyi Fang, Xiao Zeng, Mi Zhang
NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision. MobiCom (2018)
Biyi Fang, Jillian Co, Mi Zhang
DeepASL: Enabling Ubiquitous and Non-Intrusive Word and Sentence-Level Sign Language Translation. SenSys (2017)
Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, Fahim Kawsar
Poster: Towards Radio-based Sensing on Wearables. MobiSys (Companion Volume) (2016)
Biyi Fang, Qiumin Xu, Taiwoo Park, Mi Zhang
AirSense: an intelligent home-based sensing system for indoor air quality analytics. UbiComp (2016)
Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee, Rajiv Ranganathan
Demo: Towards Immersive and Interactive Gym Exercises. MobiSys (Companion Volume) (2016)
Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, Fahim Kawsar
: Enabling Radio-based Sensing on Wearable Devices for Contactless Activity and Vital Sign Monitoring. MobiSys (2016)
Biyi Fang, Nicholas D. Lane, Mi Zhang, Fahim Kawsar
HeadScan: A Wearable System for Radio-Based Sensing of Head and Mouth-Related Activities. IPSN (2016)
Biyi Fang, Tao Feng, Mi Zhang, Shantanu Chakrabartty
sized deep-tissue implant. ISCAS (2015)