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Ruan, Wenjie
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1

A survey of safety and trustworthiness of large language mo..:

Huang, Xiaowei ; Ruan, Wenjie ; Huang, Wei...
Artificial Intelligence Review.  57 (2024)  7 - p. , 2024
Link: https://doi.org/10.1007/..
 
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2

Bridging formal methods and machine learning with model che..:

Bensalem, Saddek ; Huang, Xiaowei ; Ruan, Wenjie...
Journal of Logical and Algebraic Methods in Programming.  137 (2024)  - p. 100941 , 2024
Link: https://doi.org/10.1016/..
 
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3

Nrat: towards adversarial training with inherent label nois:

Chen, Zhen ; Wang, Fu ; Mu, Ronghui...
Machine Learning.  113 (2024)  6 - p. 3589-3610 , 2024
Link: https://doi.org/10.1007/..
 
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4

Enhancing robustness in video recognition models: Sparse ad..:

Mu, Ronghui ; Marcolino, Leandro ; Ni, Qiang.
Neural Networks.  171 (2024)  - p. 127-143 , 2024
Link: https://doi.org/10.1016/..
 
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5

Adversarial Driving: Attacking End-to-End Autonomous Drivin:

, In: 2023 IEEE Intelligent Vehicles Symposium (IV),
Wu, Han ; Yunas, Syed ; Rowlands, Sareh.. - p. 1-7 , 2023
Link: https://doi.org/10.1109/..
 
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6

Mortality prediction with adaptive feature importance recal..:

Ma, Liantao ; Zhang, Chaohe ; Gao, Junyi...
Patterns.  4 (2023)  12 - p. 100892 , 2023
Link: https://doi.org/10.1016/..
 
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7

Sora: Scalable Black-Box Reachability Analyser on Neural Ne..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Xu, Peipei ; Wang, Fu ; Ruan, Wenjie.. - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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8

ODE4ViTRobustness: A tool for understanding adversarial rob..:

Wang, Zheng ; Ruan, Wenjie ; Yin, Xiangyu
Software Impacts.  15 (2023)  - p. 100449 , 2023
Link: https://doi.org/10.1016/..
 
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9

Generalizing universal adversarial perturbations for deep n..:

Zhang, Yanghao ; Ruan, Wenjie ; Wang, Fu.
Machine Learning.  112 (2023)  5 - p. 1597-1626 , 2023
Link: https://doi.org/10.1007/..
 
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10

Adversarial Detection: Attacking Object Detection in Real T..:

, In: 2023 IEEE Intelligent Vehicles Symposium (IV),
Wu, Han ; Yunas, Syed ; Rowlands, Sareh.. - p. 1-7 , 2023
Link: https://doi.org/10.1109/..
 
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11

Machine Learning Safety 

Artificial Intelligence: Foundations, Theory, and Algorithms
Huang, Xiaowei ; Jin, Gaojie ; Ruan, Wenjie - 1st ed. 2023 . , 2023
Link: https://doi.org/10.1007/..
 
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12

Assessing the progress toward achieving energy‐ and climate..:

Ruan, Wenjie ; Guo, Zhaoxia ; Yang, Jing...
Sustainable Development.  , 2023
Link: https://doi.org/10.1002/..
 
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13

Quantifying safety risks of deep neural networks:

Xu, Peipei ; Ruan, Wenjie ; Huang, Xiaowei
Complex & Intelligent Systems.  9 (2022)  4 - p. 3801-3818 , 2022
Link: https://doi.org/10.1007/..
 
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14

An intelligent stochastic optimization approach for stochas..:

Zhang, Zhenzhong ; Guo, Chunxiang ; Ruan, Wenjie..
Computers & Industrial Engineering.  167 (2022)  - p. 108008 , 2022
Link: https://doi.org/10.1016/..
 
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15

Enhancing Robust Text Classification via Category Descripti..:

, In: 2022 IEEE International Conference on Data Mining (ICDM),
Gao, Xin ; Zhu, Zhengye ; Chu, Xu... - p. 151-160 , 2022
Link: https://doi.org/10.1109/..
 
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