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Wenjie Ruan
Wenjie Ruan
Senior Lecturer, University of Exeter
在 cs.ox.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
年份
3DVerifier: efficient robustness verification for 3D point cloud models
R Mu, W Ruan, LS Marcolino, Q Ni
Machine Learning, 1-28, 2022
132022
A Cubic RBF Neural Network based Auto-regressive Model for Moisture Control of the Starting and Finishing Stages of Cut-Tobacco Rolling Dryer
H. Peng, Y. Gu, D. Wang, L. Li, W. Ruan, J. Wei, and Y. Xiao
CN Patent CN Patent 103610227 B, 2015
2015
A Gaussian RBF Neutral Network based Auto-Regressive Model for Positioning Control of Magnetic Levitation Ball
H Peng, Y Qin, W Ruan, J Gao
CN Patent CN Patent 104793645 B, 2017
2017
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
1012014
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
5242020
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
1042020
Adversarial detection: Attacking object detection in real time
H Wu, S Yunas, S Rowlands, W Ruan, J Wahlström
2023 IEEE Intelligent Vehicles Symposium (IV), 1-7, 2023
22023
Adversarial driving: Attacking end-to-end autonomous driving systems
H Wu, W Ruan
arXiv preprint arXiv:2103.09151, 2021
25*2021
Adversarial Robustness of Deep Learning: Theory, Algorithms, and Applications
W Ruan, X Yi, X Huang
CIKM-2021, 4866-4869, 2021
182021
An intelligent stochastic optimization approach for stochastic order allocation problems with high-dimensional order uncertainties
Z Zhang, C Guo, W Ruan, W Wang, P Zhou
Computers & Industrial Engineering 167, 108008, 2022
52022
Assurance of Machine Learning Lifecycle
X Huang, G Jin, W Ruan
Machine Learning Safety, 245-256, 2023
2023
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
1522016
Bridging formal methods and machine learning with global optimisation
X Huang, W Ruan, Q Tang, X Zhao
ICFEM-2022, 1-19, 2022
112022
CertifyCMARL: Certified policy smoothing for cooperative multi-agent reinforcement learning
R Mu, W Ruan, LS Marcolino, G Jin, Q Ni
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 15046 …, 2023
102023
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
1172018
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
1222020
Concolic Testing for Deep Neural Networks. arXiv 2018
Y Sun, M Wu, W Ruan, X Huang, M Kwiatkowska, D Kroening
arXiv preprint arXiv:1805.00089, 0
2
CovidCare: Transferring Knowledge from Existing EMR to Emerging Epidemic for Interpretable Prognosis
L Ma, X Ma, J Gao, C Zhang, Z Yu, X Jiao, W Ruan, Y Wang, W Tang, ...
arXiv preprint arXiv:2007.08848, 2020
42020
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
302018
DEAT: Gradient-guided dynamic efficient adversarial training
F Wang, Y Zhang, Y Zheng, W Ruan
arXiv preprint arXiv:2103.03076, 2021
2*2021
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