| 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 | 672 | 2017 |
| Deepiot: Compressing deep neural network structures for sensing systems with a compressor-critic framework S Yao, Y Zhao, A Zhang, L Su, T Abdelzaher Proceedings of the 15th ACM conference on embedded network sensor systems, 1-14, 2017 | 219 | 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 | 154 | 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 | 151 | 2018 |
| Electrochemiluminescence with semiconductor (nano) materials Y Zhao, L Bouffier, G Xu, G Loget, N Sojic Chemical Science 13 (9), 2528-2550, 2022 | 96 | 2022 |
| Photoinduced electrochemiluminescence at silicon electrodes in water Y Zhao, J Yu, G Xu, N Sojic, G Loget Journal of the American Chemical Society 141 (33), 13013-13016, 2019 | 80 | 2019 |
| 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 | 70 | 2019 |
| 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 | 67 | 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 | 61 | 2018 |
| 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 | 49 | 2020 |
| 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 | 48 | 2019 |
| 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 | 48 | 2016 |
| 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 Proceedings of the 8th International Conference on Cyber-Physical Systems …, 2017 | 39 | 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 | 34 | 2015 |
| CityDrive: A map-generating and speed-optimizing driving system Y Zhao, Y Zhang, T Yu, T Liu, X Wang, X Tian, X Liu IEEE INFOCOM 2014-IEEE Conference on Computer Communications, 1986-1994, 2014 | 34 | 2014 |
| Handling missing sensors in topology-aware iot applications with gated graph neural network S Liu, S Yao, Y Huang, D Liu, H Shao, Y Zhao, J Li, T Wang, R Wang, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020 | 30 | 2020 |
| 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 | 30 | 2018 |
| 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 | 30 | 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 | 28 | 2018 |
| 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 | 26 | 2016 |
