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Yiran Zhao
Yiran Zhao
Verified email at illinois.edu
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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
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
2172017
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
Electrochemiluminescence with semiconductor (nano) materials
Y Zhao, L Bouffier, G Xu, G Loget, N Sojic
Chemical Science 13 (9), 2528-2550, 2022
892022
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
792019
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
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
632019
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
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
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
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
362017
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
342015
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
342014
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
302020
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
302016
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
282018
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
272018
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
262016
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