Articles with public access mandates - Aston ZhangLearn more
Available somewhere: 19
Deepsense: A unified deep learning framework for time-series mobile sensing data processing
S Yao, S Hu, Y Zhao, A Zhang, T Abdelzaher
WWW, 351-360, 2017
Mandates: US National Science Foundation, US Department of Defense
DeepIoT: Compressing deep neural network structures for sensing systems with a compressor-critic framework
S Yao, Y Zhao, A Zhang, L Su, T Abdelzaher
ACM Sensys (Best Paper Award Nomination), 1-14, 2017
Mandates: US National Science Foundation, US Department of Defense
Deep learning for the internet of things
S Yao, Y Zhao, A Zhang, S Hu, H Shao, C Zhang, L Su, T Abdelzaher
IEEE Computer 51 (5), 32-41, 2018
Mandates: US National Science Foundation, US Department of Defense
Free for All! Assessing User Data Exposure to Advertising Libraries on Android.
S Demetriou, W Merrill, W Yang, A Zhang, CA Gunter
NDSS, 2016
Mandates: US National Science Foundation
ControlVAE: Controllable Variational Autoencoder
H Shao, S Yao, D Sun, A Zhang, S Liu, D Liu, J Wang, T Abdelzaher
ICML, 2020
Mandates: US Department of Defense
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators
Y Long, B Wang, Z Yang, B Kailkhura, A Zhang, C Gunter, B Li
NeurIPS 34, 2965-2977, 2021
Mandates: US National Science Foundation, US Department of Energy
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, ...
ACM UbiComp (Distinguished Paper Award) 2 (3), 1-21, 2018
Mandates: US National Science Foundation, US Department of Defense
Rdeepsense: Reliable deep mobile computing models with uncertainty estimations
S Yao, Y Zhao, H Shao, A Zhang, C Zhang, S Li, T Abdelzaher
ACM Ubicomp 1 (4), 1-26, 2017
Mandates: US National Science Foundation, US Department of Defense
Partial and Asymmetric Contrastive Learning for Out-of-Distribution Detection in Long-Tailed Recognition
H Wang, A Zhang, Y Zhu, S Zheng, M Li, AJ Smola, Z Wang
ICML, 23446-23458, 2022
Mandates: US Department of Defense
Removing Batch Normalization Boosts Adversarial Training
H Wang, A Zhang, S Zheng, X Shi, M Li, Z Wang
ICML, 23433-23445, 2022
Mandates: US Department of Defense
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, ...
WWW, 629-639, 2020
Mandates: US Department of Defense
Controllable and Diverse Text Generation in E-commerce
H Shao, J Wang, H Lin, X Zhang, A Zhang, H Ji, T Abdelzaher
WWW, 2392-2401, 2021
Mandates: US National Science Foundation, US Department of Defense
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
Mandates: US National Science Foundation, US Department of Defense
Towards mobile query auto-completion: An efficient mobile application-aware approach
A Zhang, A Goyal, R Baeza-Yates, Y Chang, J Han, CA Gunter, H Deng
WWW, 579-590, 2016
Mandates: US National Science Foundation, US National Institutes of Health
ControlVAE: Tuning, Analytical Properties, and Performance Analysis
H Shao, Z Xiao, S Yao, D Sun, A Zhang, S Liu, T Wang, J Li, T Abdelzaher
IEEE transactions on pattern analysis and machine intelligence, 2021
Mandates: US National Science Foundation, US Department of Defense
Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
H Wang, J Hong, A Zhang, J Zhou, Z Wang
NeurIPS, 2022
Mandates: US National Science Foundation, US Department of Defense, US National …
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings
A El-Kishky, F Xu, A Zhang, J Han
2019 IEEE International Conference on Big Data (Big Data), 64-73, 2019
Mandates: US National Science Foundation, US Department of Defense, US National …
Discovering de facto diagnosis specialties
X Lu, A Zhang, CA Gunter, D Fabbri, D Liebovitz, B Malin
Proceedings of the 6th ACM Conference on Bioinformatics, Computational …, 2015
Mandates: US National Institutes of Health
Recommender Systems
S Zhang, A Zhang, L Yao
Machine Learning for Data Science Handbook: Data Mining and Knowledge …, 2023
Mandates: National Natural Science Foundation of China
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