Items where Author is "Mu, Ronghui"

Mu, Ronghui and Marcolino, Leandro and Ni, Qiang and Ruan, Wenjie (2024) Enhancing robustness in video recognition models : Sparse adversarial attacks and beyond. Neural Networks, 171. pp. 127-143. ISSN 0893-6080

Mu, Ronghui and Soriano Marcolino, Leandro and Zhang, Tianle and Zhang, Yanghao and Huang, Xiaowei and Ruan, Wenjie (2023) ReCePS: Reward Certification for Policy Smoothed Reinforcement Learning. In: Conference on Artificial Intelligence (AAAI-24) : SRRAI Special Track. UNSPECIFIED. (In Press)

Mu, Ronghui and Soriano Marcolino, Leandro and Ni, Qiang and Ruan, Wenjie (2023) Assessment of the Robustness of Deep Neural Networks (DNNs). PhD thesis, Lancaster University.

Mu, Ronghui and Ruan, Wenjie and Soriano Marcolino, Leandro and Jin, Gaojie and Ni, Qiang (2023) Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence :. AAAI, USA.

Mu, Ronghui and Ruan, Wenjie and Soriano Marcolino, Leandro and Ni, Qiang (2022) 3DVerifier: efficient robustness verification for 3D point cloud models. Machine Learning, 2022. ISSN 0885-6125

Mu, Ronghui and Soriano Marcolino, Leandro and Ruan, Wenjie and Ni, Qiang (2021) Sparse Adversarial Video Attacks with Spatial Transformations. In: 32nd British Machine Vision Conference 2021, BMVC 2021, 2021-11-22 - 2021-11-25, online.