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Shuochao Yao
Shuochao Yao
Assistant Professor of Computer Science, George Mason University
Verified email at gmu.edu - Homepage
Title
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Cited by
Year
Deepsense: A unified deep learning framework for time-series mobile sensing data processing
S Yao, S Hu, Y Zhao, A Zhang, T Abdelzaher
Proceedings of the 26th international conference on world wide web, 351-360, 2017
6582017
Towards environment independent device free human activity recognition
W Jiang, C Miao, F Ma, S Yao, Y Wang, Y Yuan, H Xue, C Song, X Ma, ...
Proceedings of the 24th annual international conference on mobile computing …, 2018
4322018
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework
S Yao, Y Zhao, A Zhang, L Su, T Abdelzaher
SenSys '17 Proceedings of the 15th ACM Conference on Embedded Network Sensor …, 2017
2282017
Deep learning for the internet of things
S Yao, Y Zhao, A Zhang, S Hu, H Shao, C Zhang, L Su, T Abdelzaher
Computer 51 (5), 32-41, 2018
1542018
Fastdeepiot: Towards understanding and optimizing neural network execution time on mobile and embedded devices
S Yao, Y Zhao, H Shao, SZ Liu, D Liu, L Su, T Abdelzaher
Proceedings of the 16th ACM Conference on Embedded Networked Sensor Systems …, 2018
1482018
Deep compressive offloading: Speeding up neural network inference by trading edge computation for network latency
S Yao, J Li, D Liu, T Wang, S Liu, H Shao, T Abdelzaher
Proceedings of the 18th conference on embedded networked sensor systems, 476-488, 2020
1052020
Revisiting over-smoothing in deep GCNs
C Yang, R Wang, S Yao, S Liu, T Abdelzaher
arXiv preprint arXiv:2003.13663, 2020
862020
Controlvae: Controllable variational autoencoder
H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher
International Conference on Machine Learning, 8655-8664, 2020
842020
Scalable social sensing of interdependent phenomena
S Wang, L Su, S Li, S Hu, T Amin, H Wang, S Yao, L Kaplan, ...
Proceedings of the 14th international conference on information processing …, 2015
732015
Rdeepsense: Reliable deep mobile computing models with uncertainty estimations
S Yao, Y Zhao, H Shao, A Zhang, C Zhang, S Li, T Abdelzaher
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
692018
Giobalfusion: A global attentional deep learning framework for multisensor information fusion
S Liu, S Yao, J Li, D Liu, T Wang, H Shao, T Abdelzaher
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
632020
STFNets: Learning sensing signals from the time-frequency perspective with short-time fourier neural networks
S Yao, A Piao, W Jiang, Y Zhao, H Shao, S Liu, D Liu, J Li, T Wang, S Hu, ...
The World Wide Web Conference, 2192-2202, 2019
622019
SenseGAN: Enabling deep learning for internet of things with a semi-supervised framework
S Yao, Y Zhao, H Shao, C Zhang, A Zhang, S Hu, D Liu, S Liu, L Su, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018
612018
DeepMV: Multi-view deep learning for device-free human activity recognition
H Xue, W Jiang, C Miao, F Ma, S Wang, Y Yuan, S Yao, A Zhang, L Su
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
582020
Unveiling polarization in social networks: A matrix factorization approach
MT Al Amin, C Aggarwal, S Yao, T Abdelzaher, L Kaplan
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
522017
Scheduling real-time deep learning services as imprecise computations
S Yao, Y Hao, Y Zhao, H Shao, D Liu, S Liu, T Wang, J Li, T Abdelzaher
2020 IEEE 26th international conference on embedded and real-time computing …, 2020
482020
Recursive ground truth estimator for social data streams
S Yao, MT Amin, L Su, S Hu, S Li, S Wang, Y Zhao, T Abdelzaher, ...
2016 15th ACM/IEEE International Conference on Information Processing in …, 2016
482016
Deepfusion: A deep learning framework for the fusion of heterogeneous sensory data
H Xue, W Jiang, C Miao, Y Yuan, F Ma, X Ma, Y Wang, S Yao, W Xu, ...
Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc …, 2019
472019
Sadeepsense: Self-attention deep learning framework for heterogeneous on-device sensors in internet of things applications
S Yao, Y Zhao, H Shao, D Liu, S Liu, Y Hao, A Piao, S Hu, S Lu, ...
IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1243-1251, 2019
432019
On removing algorithmic priority inversion from mission-critical machine inference pipelines
S Liu, S Yao, X Fu, R Tabish, S Yu, A Bansal, H Yun, L Sha, T Abdelzaher
2020 IEEE Real-Time Systems Symposium (RTSS), 319-332, 2020
392020
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