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Ruan, Wenjie
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1

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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2

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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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

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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5

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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6

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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7

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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8

Understanding Adversarial Robustness of Vision Transformers..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Wang, Zheng ; Ruan, Wenjie - p. 562-577 , 2023
Link: https://doi.org/10.1007/..
 
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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

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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11

PRoA: A Probabilistic Robustness Assessment Against Functio..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Zhang, Tianle ; Ruan, Wenjie ; Fieldsend, Jonathan E. - p. 154-170 , 2023
Link: https://doi.org/10.1007/..
 
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12

Model-Agnostic Reachability Analysis on Deep Neural Network:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Zhang, Chi ; Ruan, Wenjie ; Wang, Fu... - p. 341-354 , 2023
Link: https://doi.org/10.1007/..
 
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13

Interpretable Machine Learning for COVID-19: An Empirical S..:

Wu, Han ; Ruan, Wenjie ; Wang, Jiangtao...
IEEE Transactions on Artificial Intelligence.  4 (2023)  4 - p. 764-777 , 2023
Link: https://doi.org/10.1109/..
 
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14

Self-adaptive Adversarial Training for Robust Medical Segme..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2023,
Wang, Fu ; Fu, Zeyu ; Zhang, Yanghao. - p. 725-735 , 2023
Link: https://doi.org/10.1007/..
 
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15

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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