Yanghao Zhang

According to our database, Yanghao Zhang authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A survey of safety and trustworthiness of large language models through the lens of verification and validation.

Xiaowei Huang, Wenjie Ruan, Wei Huang, Gaojie Jin, Yi Dong, Changshun Wu, Saddek Bensalem, Ronghui Mu, Yi Qi, Xingyu Zhao, Kaiwen Cai, Yanghao Zhang, Sihao Wu, Peipei Xu, Dengyu Wu, André Freitas, Mustafa A. Mustafa

Artif. Intell. Rev., July, 2024

Lightweight diffusion models: a survey.

Wei Song, Wen Ma, Ming Zhang, Yanghao Zhang, Xiaobing Zhao

Artif. Intell. Rev., June, 2024

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

CoRR, 2024

Safeguarding Large Language Models: A Survey.

Yi Dong, Ronghui Mu, Yanghao Zhang, Siqi Sun, Tianle Zhang, Changshun Wu, Gaojie Jin, Yi Qi, Jinwei Hu, Jie Meng, Saddek Bensalem, Xiaowei Huang

CoRR, 2024

PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search.

Tianle Zhang, Yanghao Zhang, Ronghui Mu, Jiaxu Liu, Jonathan E. Fieldsend, Wenjie Ruan

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

DeepGRE: Global Robustness Evaluation of Deep Neural Networks.

Tianle Zhang, Jiaxu Liu, Yanghao Zhang, Ronghui Mu, Wenjie Ruan

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards Fairness-Aware Adversarial Learning.

Yanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

UAV Swarm Path Planning Algorithm Based on Starling Flocking.

Ming Zhang, Yi Hu, Xiangchun Liu, Yanghao Zhang, Quan Yi, Wei Song

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Reward Certification for Policy Smoothed Reinforcement Learning.

Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Generalizing universal adversarial perturbations for deep neural networks.

Yanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang

Mach. Learn., May, 2023

Self-adaptive Adversarial Training for Robust Medical Segmentation.

Fu Wang, Zeyu Fu, Yanghao Zhang, Wenjie Ruan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2021

Tutorials on Testing Neural Networks.

Nicolas Berthier, Youcheng Sun, Wei Huang, Yanghao Zhang, Wenjie Ruan, Xiaowei Huang

CoRR, 2021

Gradient-Guided Dynamic Efficient Adversarial Training.

Fu Wang, Yanghao Zhang, Yanbin Zheng, Wenjie Ruan

CoRR, 2021

Fooling Object Detectors: Adversarial Attacks by Half-Neighbor Masks.

Yanghao Zhang, Fu Wang, Wenjie Ruan

CoRR, 2021

2020

Dual sparse learning via data augmentation for robust facial image classification.

Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou

Int. J. Mach. Learn. Cybern., 2020

Generalizing Universal Adversarial Attacks Beyond Additive Perturbations.

Yanghao Zhang, Wenjie Ruan, Fu Wang, Xiaowei Huang

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

2018

Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification.

Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou

Proceedings of The 10th Asian Conference on Machine Learning, 2018