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Shengzhong Liu
Shengzhong Liu
Verified email at sjtu.edu.cn - Homepage
Title
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Cited by
Year
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
1492018
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
1082020
Revisiting over-smoothing in deep GCNs
C Yang, R Wang, S Yao, S Liu, T Abdelzaher
arXiv preprint arXiv:2003.13663, 2020
912020
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
882020
Context-aware data quality estimation in mobile crowdsensing
S Liu, Z Zheng, F Wu, S Tang, G Chen
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
882017
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
682020
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
662019
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
602018
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
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
462019
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
422020
Contrastive self-supervised representation learning for sensing signals from the time-frequency perspective
D Liu, T Wang, S Liu, R Wang, S Yao, T Abdelzaher
2021 International Conference on Computer Communications and Networks (ICCCN …, 2021
322021
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
Multiscale online media simulation with socialcube
T Abdelzaher, J Han, Y Hao, A Jing, D Liu, S Liu, HH Nguyen, DM Nicol, ...
Computational and Mathematical Organization Theory 26, 145-174, 2020
302020
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
On exploring image resizing for optimizing criticality-based machine perception
Y Hu, S Liu, T Abdelzaher, M Wigness, P David
2021 IEEE 27th International Conference on Embedded and Real-Time Computing …, 2021
272021
Dydiff-vae: A dynamic variational framework for information diffusion prediction
R Wang, Z Huang, S Liu, H Shao, D Liu, J Li, T Wang, D Sun, S Yao, ...
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
272021
paper2repo: GitHub repository recommendation for academic papers
H Shao, D Sun, J Wu, Z Zhang, A Zhang, S Yao, S Liu, T Wang, C Zhang, ...
Proceedings of The Web Conference 2020, 629-639, 2020
262020
Learning to sample and aggregate: Few-shot reasoning over temporal knowledge graphs
R Wang, Z Li, D Sun, S Liu, J Li, B Yin, T Abdelzaher
Advances in Neural Information Processing Systems 35, 16863-16876, 2022
242022
Real-time task scheduling for machine perception in intelligent cyber-physical systems
S Liu, S Yao, X Fu, H Shao, R Tabish, S Yu, A Bansal, H Yun, L Sha, ...
IEEE Transactions on Computers, 2021
212021
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