| 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 | 38 | 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 | 25 | 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 | 22 | 2018 |
| Fooling Object Detectors: Adversarial Attacks by Half-Neighbor Masks Y Zhang, F Wang, W Ruan arXiv preprint arXiv:2101.00989, 2021 | 11 | 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 | 10 | 2020 |
| Generalizing universal adversarial perturbations for deep neural networks Y Zhang, W Ruan, F Wang, X Huang Machine Learning 112 (5), 1597-1626, 2023 | 7 | 2023 |
| Tutorials on testing neural networks N Berthier, Y Sun, W Huang, Y Zhang, W Ruan, X Huang arXiv preprint arXiv:2108.01734, 2021 | 7 | 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 | 6 | 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 | 2 | 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 | 2 | 2023 |
| Dynamic efficient adversarial training guided by gradient magnitude F Wang, Y Zhang, Y Zheng, W Ruan arXiv preprint arXiv:2103.03076, 2021 | 2 | 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 | | 2024 |
| Towards Fairness-Aware Adversarial Learning Y Zhang, T Zhang, R Mu, X Huang, W Ruan arXiv preprint arXiv:2402.17729, 2024 | | 2024 |
| Gradient-guided dynamic efficient adversarial training F Wang, Y Zhang, Y Zheng, W Ruan arXiv preprint arXiv:2103.03076, 2021 | | 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 | | 2018 |
Xiaowei HuangProfessor of Computer Science, University of LiverpoolVerified email at liverpool.ac.uk
