Shuochao Yao
Shuochao Yao
Assistant Professor of Computer Science, George Mason University
Verified email at gmu.edu - Homepage
Title
Cited by
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
3162017
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
1282018
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
1012017
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
762018
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
602015
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
562018
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
392016
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
322018
Data acquisition for real-time decision-making under freshness constraints
S Hu, S Yao, H Jin, Y Zhao, Y Hu, X Liu, N Naghibolhosseini, S Li, ...
2015 IEEE Real-Time Systems Symposium, 185-194, 2015
282015
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
262018
Optimal capacity–delay tradeoff in MANETs with correlation of node mobility
R Jia, F Yang, S Yao, X Tian, X Wang, W Zhang, J Xu
IEEE Transactions on Vehicular Technology 66 (2), 1772-1785, 2016
262016
On source dependency models for reliable social sensing: Algorithms and fundamental error bounds
S Yao, S Hu, S Li, Y Zhao, L Su, L Kaplan, A Yener, T Abdelzaher
2016 IEEE 36th international conference on distributed computing systems …, 2016
252016
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
242017
Greendrive: A smartphone-based intelligent speed adaptation system with real-time traffic signal prediction
Y Zhao, S Li, S Hu, L Su, S Yao, H Shao, H Wang, T Abdelzaher
2017 ACM/IEEE 8th International Conference on Cyber-Physical Systems (ICCPS …, 2017
232017
An experimental evaluation of datacenter workloads on low-power embedded micro servers
Y Zhao, S Li, S Hu, H Wang, S Yao, H Shao, TF Abdelzaher
Proceedings of the VLDB Endowment 9, no. 9 (2016): 696-707., 2016
202016
ApDeepsense: Deep learning uncertainty estimation without the pain for iot applications
S Yao, Y Zhao, H Shao, C Zhang, A Zhang, D Liu, S Liu, L Su, ...
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
162018
On exploiting logical dependencies for minimizing additive cost metrics in resource-limited crowdsensing
S Hu, S Li, S Yao, L Su, R Govindan, R Hobbs, TF Abdelzaher
2015 International Conference on Distributed Computing in Sensor Systems …, 2015
152015
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
132019
Qualitydeepsense: Quality-aware deep learning framework for internet of things applications with sensor-temporal attention
S Yao, Y Zhao, S Hu, T Abdelzaher
Proceedings of the 2nd International Workshop on Embedded and Mobile Deep …, 2018
112018
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
102019
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