Wenjie Ruan
Wenjie Ruan
Senior Lecturer at University of Exeter
Verified email at - Homepage
Cited by
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A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability
X Huang, D Kroening, W Ruan, J Sharp, Y Sun, E Thamo, M Wu, X Yi
Computer Science Review 37, 100270, 2020
DeepConcolic: Concolic testing for deep neural networks
Y Sun, M Wu, W Ruan, X Huang, M Kwiatkowska, D Kroening
ASE-2018, 109-119, 2018
DeepGO: Reachability analysis of deep neural networks with provable guarantees
W Ruan, X Huang, M Kwiatkowska
IJCAI-2018, 2651--2659, 2018
AudioGest: enabling fine-grained hand gesture detection by decoding echo signal
W Ruan, QZ Sheng, L Yang, T Gu, P Xu, L Shangguan
UbiComp-2016, 474-485, 2016
DeepGame: A game-based approximate verification of deep neural networks with provable guarantees
M Wu, M Wicker, W Ruan, X Huang, M Kwiatkowska
Theoretical Computer Science 807, 298-329, 2020
DeepTRE: Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance
W Ruan, M Wu, Y Sun, X Huang, D Kroening, M Kwiatkowska
IJCAI-2019, 5944-5952, 2019
Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength
L Yao, QZ Sheng, X Li, T Gu, M Tan, X Wang, S Wang, W Ruan
IEEE Transactions on Mobile Computing, 2018
A modeling and control approach to magnetic levitation system based on state-dependent ARX model
Y Qin, H Peng, W Ruan, J Wu, J Gao
Journal of Process Control 24 (1), 93-112, 2014
ConCare: Personalized clinical feature embedding via capturing the healthcare context
L Ma, C Zhang, Y Wang, W Ruan, J Wang, W Tang, X Ma, X Gao, J Gao
AAAI-2020 34 (01), 833-840, 2020
Machine Learning Basics
X Huang, G Jin, W Ruan
Machine Learning Safety, 3-13, 2023
AdaCare: Explainable clinical health status representation learning via scale-adaptive feature extraction and recalibration
L Ma, J Gao, Y Wang, C Zhang, J Wang, W Ruan, W Tang, X Gao, X Ma
AAAI-2020 34 (01), 825-832, 2020
RF-care: Device-free posture recognition for elderly people using a passive rfid tag array
L Yao, QZ Sheng, W Ruan, T Gu, X Li, N Falkner, Z Yang
MobiQuitous-2015, 120-129, 2015
TagTrack: Device-free localization and tracking using passive rfid tags
W Ruan, L Yao, QZ Sheng, NJG Falkner, X Li
MobiQuitous-2014, 80-89, 2014
Service recommendation for mashup composition with implicit correlation regularization
L Yao, X Wang, QZ Sheng, W Ruan, W Zhang
ICWS-2015, 217-224, 2015
Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach
W Ruan, QZ Sheng, L Yao, X Li, NJG Falkner, L Yang
Journal of Network and Computer Applications 104, 78-96, 2018
TagFall: Towards unobstructive fine-grained fall detection based on uhf passive rfid tags
W Ruan, L Yao, QZ Sheng, N Falkner, X Li, T Gu
MobiQuitous-2015, 140-149, 2015
TestRNN: Coverage Guided Testing for Recurrent Neural Networks
W Huang, Y Sun, X Zhao, J Sharp, W Ruan, J Meng, X Huang
IEEE Transactions on Reliability, 2021
HOI-Loc: Device-free Indoor Localization and Tracking through Human-Object Interactions
W Ruan, QZ Sheng, L Yao, T Gu, M Ruta, L Shangguan
WoWMoM-2016, 1-9, 2016
Interpretable Machine Learning for COVID-19: An Empirical Study on Severity Prediction Task
H Wu, W Ruan, J Wang, D Zheng, B Liu, Y Gen, X Chai, J Chen, K Li, S Li, ...
IEEE Transactions on Artificial Intelligence, 2021
Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process
F Zhou, H Peng, W Ruan, D Wang, M Liu, Y Gu, L Li
Neural Computing and Applications 30 (4), 1039–1053, 2018
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