| 2025 | AAAI | A Black-Box Evaluation Framework for Semantic Robustness in Bird's Eye View Detection. | Fu Wang, Yanghao Zhang, Xiangyu Yin, Guangliang Cheng, Zeyu Fu, Xiaowei Huang, Wenjie Ruan |
| 2024 | AAAI | Reward Certification for Policy Smoothed Reinforcement Learning. | Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan |
| 2024 | CSCWD | UAV Swarm Path Planning Algorithm Based on Starling Flocking. | Ming Zhang, Yi Hu, Xiangchun Liu, Yanghao Zhang, Quan Yi, Wei Song |
| 2024 | CVPR | Towards Fairness-Aware Adversarial Learning. | Yanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan |
| 2024 | ICASSP | DeepGRE: Global Robustness Evaluation of Deep Neural Networks. | Tianle Zhang, Jiaxu Liu, Yanghao Zhang, Ronghui Mu, Wenjie Ruan |
| 2024 | IJCAI | PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search. | Tianle Zhang, Yanghao Zhang, Ronghui Mu, Jiaxu Liu, Jonathan E. Fieldsend, Wenjie Ruan |
| 2023 | MICCAI | Self-adaptive Adversarial Training for Robust Medical Segmentation. | Fu Wang, Zeyu Fu, Yanghao Zhang, Wenjie Ruan |
| 2020 | ICDM | Generalizing Universal Adversarial Attacks Beyond Additive Perturbations. | Yanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang |
| 2018 | ACML | Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification. | Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou |