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Dongxin Liu
Dongxin Liu
Verified email at illinois.edu
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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
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
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
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
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
FIWEX: Compressive sensing based cost-efficient indoor white space exploration
D Liu, Z Wu, F Wu, Y Zhang, G Chen
Proceedings of the 16th ACM International Symposium on Mobile Ad Hoc …, 2015
272015
Self-contrastive learning based semi-supervised radio modulation classification
D Liu, P Wang, T Wang, T Abdelzaher
MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), 777-782, 2021
212021
Semi-supervised contrastive learning for human activity recognition
D Liu, T Abdelzaher
2021 17th International Conference on Distributed Computing in Sensor …, 2021
192021
Eugene: Towards deep intelligence as a service
S Yao, Y Hao, Y Zhao, A Piao, H Shao, D Liu, S Liu, S Hu, D Weerakoon, ...
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
182019
Truth discovery with multi-modal data in social sensing
H Shao, D Sun, S Yao, L Su, Z Wang, D Liu, S Liu, L Kaplan, ...
IEEE Transactions on Computers 70 (9), 1325-1337, 2020
172020
Misinformation detection and adversarial attack cost analysis in directional social networks
H Shao, S Yao, A Jing, S Liu, D Liu, T Wang, J Li, C Yang, R Wang, ...
2020 29th International Conference on Computer Communications and Networks …, 2020
162020
A predictive self-configuring simulator for online media
S Yao, Y Hao, D Liu, S Liu, H Shao, J Wu, M Bamba, T Abdelzaher, ...
2018 Winter Simulation Conference (WSC), 1262-1273, 2018
112018
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