Yanghao Zhang
Yanghao Zhang
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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
Generalizing universal adversarial attacks beyond additive perturbations
Y Zhang, W Ruan, F Wang, X Huang
2020 IEEE International Conference on Data Mining (ICDM), 1412-1417, 2020
Collaboratively Weighting Deep and Classic Representation via Regularization for Image Classification
S Zeng, B Zhang, Y Zhang, J Gou
Asian conference on machine learning, 502-517, 2018
Fooling Object Detectors: Adversarial Attacks by Half-Neighbor Masks
Y Zhang, F Wang, W Ruan
arXiv preprint arXiv:2101.00989, 2021
Dual sparse learning via data augmentation for robust facial image classification
S Zeng, B Zhang, Y Zhang, J Gou
International Journal of Machine Learning and Cybernetics 11 (8), 1717-1734, 2020
Generalizing universal adversarial perturbations for deep neural networks
Y Zhang, W Ruan, F Wang, X Huang
Machine Learning 112 (5), 1597-1626, 2023
Tutorials on testing neural networks
N Berthier, Y Sun, W Huang, Y Zhang, W Ruan, X Huang
arXiv preprint arXiv:2108.01734, 2021
GNN-CRC: discriminative collaborative representation-based classification via Gabor wavelet transformation and nearest neighbor
Y Zhang, S Zeng, W Zeng, J Gou
Journal of Shanghai Jiaotong University (Science) 23, 657-665, 2018
Reward Certification for Policy Smoothed Reinforcement Learning
R Mu, LS Marcolino, Y Zhang, T Zhang, X Huang, W Ruan
Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21429 …, 2024
Self-adaptive adversarial training for robust medical segmentation
F Wang, Z Fu, Y Zhang, W Ruan
International Conference on Medical Image Computing and Computer-Assisted …, 2023
Dynamic efficient adversarial training guided by gradient magnitude
F Wang, Y Zhang, Y Zheng, W Ruan
arXiv preprint arXiv:2103.03076, 2021
DeepGRE: Global Robustness Evaluation of Deep Neural Networks
T Zhang, J Liu, Y Zhang, R Mu, W Ruan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Towards Fairness-Aware Adversarial Learning
Y Zhang, T Zhang, R Mu, X Huang, W Ruan
arXiv preprint arXiv:2402.17729, 2024
Gradient-guided dynamic efficient adversarial training
F Wang, Y Zhang, Y Zheng, W Ruan
arXiv preprint arXiv:2103.03076, 2021
Synthetic training samples for enhanced locality‐constrained dictionary learning
Y Zhang, S Zeng, W Zeng, H Jiang
The Journal of Engineering 2018 (16), 1761-1767, 2018
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