Items where Author is "Mu, Ronghui"

Journal Article

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 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

Contribution in Book/Report/Proceedings

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 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.

Contribution to Conference

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.

Thesis

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.