| 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 | 464 | 2017 |
| 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 | 248 | 2018 |
| 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 | 150 | 2017 |
| 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 | 110 | 2018 |
| 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 | 86 | 2018 |
| 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 | 66 | 2015 |
| 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 | 47 | 2016 |
| 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 | 45 | 2018 |
| 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 | 43 | 2018 |
| 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 | 34 | 2017 |
| 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 | 33 | 2017 |
| 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 | 33 | 2015 |
| 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 | 32 | 2019 |
| Revisiting Over-smoothing in Deep GCNs C Yang, R Wang, S Yao, S Liu, T Abdelzaher arXiv preprint arXiv:2003.13663, 2020 | 30 | 2020 |
| 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 | 29 | 2016 |
| 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 | 28 | 2019 |
| 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 | 28 | 2016 |
| 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 | 25 | 2020 |
| 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 | 25 | 2016 |
| 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 | 24 | 2018 |
Tarek AbdelzaherUniversity of IllinoisVerified email at illinois.edu
