Biyi Fang

30 papers A* 3B 2C 1Misc 4Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
BoostTransformer: Enhancing Transformer Models with Subgrid Selection and Importance Sampling.
CoRR
Biyi Fang, Jean Utke, Truong Vo, Diego Klabjan
2025 J jnl
Subgrid BoostCNN: Efficient Boosting of Convolutional Networks via Gradient-Guided Feature Selection.
CoRR
Biyi Fang, Jean Utke, Truong Vo, Diego Klabjan
2025 J jnl
Topic Analysis with Side Information: A Neural-Augmented LDA Approach.
CoRR
Biyi Fang, Kripa Rajshekhar, Truong Vo, Diego Klabjan
2025 A* conf
TrInk: Ink Generation with Transformer Network.
EMNLP
Zezhong Jin, Shubhang Desai, Xu Chen, Biyi Fang, Zhuoyi Huang, Zhe Li, Chong-Xin Gan, Xiao Tu, Man-Wai Mak, Yan Lu, Shujie Liu
2025 J jnl
TrInk: Ink Generation with Transformer Network.
CoRR
Zezhong Jin, Shubhang Desai, Xu Chen, Biyi Fang, Zhuoyi Huang, Zhe Li, Chong-Xin Gan, Xiao Tu, Man-Wai Mak, Yan Lu, Shujie Liu
2025 B conf
Tricks and Plug-Ins for Gradient Boosting in Image Classification.
IEEE Big Data
Biyi Fang, Truong Vo, Jean Utke, Diego Klabjan
2024 B conf
Stochastic Large-scale Machine Learning Algorithms with Distributed Features and Observations.
IEEE Big Data
Biyi Fang, Diego Klabjan, Truong Vo
2022 — conf
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content.
EMNLP (Industry Track)
Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan
2022 J jnl
SLATE: A Sequence Labeling Approach for Task Extraction from Free-form Inked Content.
CoRR
Apurva Gandhi, Ryan Serrao, Biyi Fang, Gilbert Antonius, Jenna Hong, Tra My Nguyen, Sheng Yi, Ehi Nosakhare, Irene Shaffer, Soundararajan Srinivasan, Vivek Gupta
2022 J jnl
Topic Analysis for Text with Side Data.
CoRR
Biyi Fang, Kripa Rajshekhar, Diego Klabjan
2022 J jnl
Tricks and Plugins to GBM on Images and Sequences.
CoRR
Biyi Fang, Jean Utke, Diego Klabjan
2021 A* conf
Only Train Once: A One-Shot Neural Network Training And Pruning Framework.
NeurIPS
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
2021 J jnl
Only Train Once: A One-Shot Neural Network Training And Pruning Framework.
CoRR
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu
2020 J jnl
Deep Learning in the Era of Edge Computing: Challenges and Opportunities.
CoRR
Mi Zhang, Faen Zhang, Nicholas D. Lane, Yuanchao Shu, Xiao Zeng, Biyi Fang, Shen Yan, Hui Xu
2020 Misc conf
Distream: scaling live video analytics with workload-adaptive distributed edge intelligence.
SenSys
Xiao Zeng, Biyi Fang, Haichen Shen, Mi Zhang
2020 Misc conf
FlexDNN: Input-Adaptive On-Device Deep Learning for Efficient Mobile Vision.
SEC
Biyi Fang, Xiao Zeng, Faen Zhang, Hui Xu, Mi Zhang
2020 J jnl
Neural Network Compression Via Sparse Optimization.
CoRR
Tianyi Chen, Bo Ji, Yixin Shi, Tianyu Ding, Biyi Fang, Sheng Yi, Xiao Tu
2019 J jnl
Convergence Analyses of Online ADAM Algorithm in Convex Setting and Two-Layer ReLU Neural Network.
CoRR
Biyi Fang, Diego Klabjan
2019 — conf
HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking.
ICCV Workshops
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Mi Zhang, Hui Xu
2019 J jnl
HM-NAS: Efficient Neural Architecture Search via Hierarchical Masking.
CoRR
Shen Yan, Biyi Fang, Faen Zhang, Yu Zheng, Xiao Zeng, Hui Xu, Mi Zhang
2018 J jnl
A Stochastic Large-scale Machine Learning Algorithm for Distributed Features and Observations.
CoRR
Biyi Fang, Diego Klabjan
2018 A* conf
NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision.
MobiCom
Biyi Fang, Xiao Zeng, Mi Zhang
2018 J jnl
NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision.
CoRR
Biyi Fang, Xiao Zeng, Mi Zhang
2018 J jnl
When Virtual Reality Meets Internet of Things in the Gym: Enabling Immersive Interactive Machine Exercises.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee
2017 Misc conf
DeepASL: Enabling Ubiquitous and Non-Intrusive Word and Sentence-Level Sign Language Translation.
SenSys
Biyi Fang, Jillian Co, Mi Zhang
2016 Misc conf
AirSense: an intelligent home-based sensing system for indoor air quality analytics.
UbiComp
Biyi Fang, Qiumin Xu, Taiwoo Park, Mi Zhang
2016 — conf
Demo: Towards Immersive and Interactive Gym Exercises.
MobiSys (Companion Volume)
Fazlay Rabbi, Taiwoo Park, Biyi Fang, Mi Zhang, Youngki Lee, Rajiv Ranganathan
2016 — conf
HeadScan: A Wearable System for Radio-Based Sensing of Head and Mouth-Related Activities.
IPSN
Biyi Fang, Nicholas D. Lane, Mi Zhang, Fahim Kawsar
2016 — conf
Poster: Towards Radio-based Sensing on Wearables.
MobiSys (Companion Volume)
Biyi Fang, Nicholas D. Lane, Mi Zhang, Aidan Boran, Fahim Kawsar
2015 C conf
Feasibility of B-mode diagnostic ultrasonic energy transfer and telemetry to a cm
ISCAS
Biyi Fang, Tao Feng, Mi Zhang, Shantanu Chakrabartty