Zhang, Yanghao

8 publications

AAAI 2025 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

NeurIPS 2025 Scalable Neural Network Geometric Robustness Validation via Hölder Optimisation Yanghao Zhang, Panagiotis Kouvaros, Alessio Lomuscio

IJCAI 2024 PRASS: Probabilistic Risk-Averse Robust Learning with Stochastic Search Tianle Zhang, Yanghao Zhang, Ronghui Mu, Jiaxu Liu, Jonathan E. Fieldsend, Wenjie Ruan

AAAI 2024 Reward Certification for Policy Smoothed Reinforcement Learning Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan

CVPR 2024 Towards Fairness-Aware Adversarial Learning Yanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan

MLJ 2023 Generalizing Universal Adversarial Perturbations for Deep Neural Networks Yanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang

NeurIPSW 2022 Dynamic Efficient Adversarial Training Guided by Gradient Magnitude Fu Wang, Yanghao Zhang, Yanbin Zheng, Wenjie Ruan

ACML 2018 Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou