Sotabase

Career

· Assistant Professor, William & Mary2021–
· PhD Student, University of Illinois at Urbana-Champaign2015–2021

Publications (84)

Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency
ACM International Conference on Embedded Networked Sensor Systems · 2020
160
cited
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices
ACM International Conference on Embedded Networked Sensor Systems · 2018
138
cited
Deep Learning for the Internet of Things
Computer · 2018
124
cited
Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server
IEEE Transactions on Mobile Computing · 2019
118
cited
ControlVAE: Controllable Variational Autoencoder
International Conference on Machine Learning · 2020
117
cited
Pain-FL: Personalized Privacy-Preserving Incentive for Federated Learning
IEEE Journal on Selected Areas in Communications · 2021
107
cited
Hear Sign Language: A Real-Time End-to-End Sign Language Recognition System
IEEE Transactions on Mobile Computing · 2020
87
cited
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
The Web Conference · 2019
87
cited
Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity
International Conference on Learning Representations · 2023
76
cited
GIobalFusion
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020
59
cited
A reliable numerical analysis for large-scale modelling of a high-level radioactive waste repository in the Callovo-Oxfordian claystone
2021
56
cited
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications
IEEE Conference on Computer Communications · 2019
47
cited
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2021
46
cited
Upscaling THM modeling from small-scale to full-scale in-situ experiments in the Callovo-Oxfordian claystone
2021
45
cited
SenseGAN
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2018
40
cited
Scheduling Real-time Deep Learning Services as Imprecise Computations
IEEE International Conference on Embedded and Real-Time Computing Systems and Applications · 2020
39
cited
RDeepSense
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2017
38
cited
Unsupervised Belief Representation Learning with Information-Theoretic Variational Graph Auto-Encoders
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2021
38
cited
paper2repo: GitHub Repository Recommendation for Academic Papers
The Web Conference · 2020
36
cited
Real-Time Task Scheduling for Machine Perception in Intelligent Cyber-Physical Systems
IEEE transactions on computers · 2021
35
cited
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Huajie Shao | Researcher Profile | Sotabase | Sotabase