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Peipei Xu
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AudioGest: enabling fine-grained hand gesture detection by decoding echo signal
W Ruan, QZ Sheng, L Yang, T Gu, P Xu, L Shangguan
Proceedings of the 2016 ACM international joint conference on pervasive and …, 2016
1412016
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
X Huang, W Ruan, W Huang, G Jin, Y Dong, C Wu, S Bensalem, R Mu, ...
arXiv preprint arXiv:2305.11391, 2023
322023
Recovering missing values from corrupted spatio-temporal sensory data via robust low-rank tensor completion
W Ruan, P Xu, QZ Sheng, NJG Falkner, X Li, WE Zhang
Database Systems for Advanced Applications: 22nd International Conference …, 2017
182017
Deep learning and its adversarial robustness: A brief introduction
F Wang, C Zhang, P Xu, W Ruan
Handbook on computer learning and intelligence: Volume 2: Deep learning …, 2022
172022
Interpolating the missing values for multi-dimensional spatial-temporal sensor data: a tensor SVD approach
P Xu, W Ruan, QZ Sheng, T Gu, L Yao
Proceedings of the 14th EAI international conference on mobile and …, 2017
142017
Quantifying safety risks of deep neural networks
P Xu, W Ruan, X Huang
Complex & Intelligent Systems 9 (4), 3801-3818, 2023
112023
Reachability analysis of neural network control systems
C Zhang, W Ruan, P Xu
arXiv preprint arXiv:2301.12100, 2023
112023
Making sense of Doppler effect for multi-modal hand motion detection
W Ruan, QZ Sheng, P Xu, L Yang, T Gu, L Shangguan
IEEE Transactions on Mobile Computing 17 (9), 2087-2100, 2018
112018
Towards the quantification of safety risks in deep neural networks
P Xu, W Ruan, X Huang
arXiv preprint arXiv:2009.06114, 2020
102020
Towards verifying the geometric robustness of large-scale neural networks
F Wang, P Xu, W Ruan, X Huang
arXiv preprint arXiv:2301.12456, 2023
72023
When sensor meets tensor: filling missing sensor values through a tensor approach
W Ruan, P Xu, QZ Sheng, NK Tran, NJG Falkner, X Li, WE Zhang
Proceedings of the 25th ACM International on Conference on Information and …, 2016
72016
Sora: Scalable Black-Box Reachability Analyser on Neural Networks
P Xu, F Wang, W Ruan, C Zhang, X Huang
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
32023
Model-Agnostic Reachability Analysis on Deep Neural Networks
C Zhang, W Ruan, F Wang, P Xu, G Min, X Huang
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 341-354, 2023
32023
Forecasting seasonal time series using weighted gradient rbf network based autoregressive model
W Ruan, QZ Sheng, P Xu, NK Tran, NJG Falkner, X Li, WE Zhang
Proceedings of the 25th ACM International on Conference on Information and …, 2016
32016
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