Ronghui Mu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Reinforcement Learning

Temporal Continuity

Top Venues

Artif. Intell. Rev.

Publications

Tianle Zhang, Jiaxu Liu, Yanghao Zhang, Ronghui Mu, Wenjie Ruan
DeepGRE: Global Robustness Evaluation of Deep Neural Networks. ICASSP (2024)
Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
3DVerifier: efficient robustness verification for 3D point cloud models. Mach. Learn. 113 (4) (2024)
Yi Dong, Ronghui Mu, Yanghao Zhang, Siqi Sun, Tianle Zhang, Changshun Wu, Gaojie Jin, Yi Qi, Jinwei Hu, Jie Meng, Saddek Bensalem, Xiaowei Huang
Safeguarding Large Language Models: A Survey. CoRR (2024)
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
A survey of safety and trustworthiness of large language models through the lens of verification and validation. Artif. Intell. Rev. 57 (7) (2024)
Gaojie Jin, Ronghui Mu, Xinping Yi, Xiaowei Huang, Lijun Zhang
Invariant Correlation of Representation with Label. CoRR (2024)
Ronghui Mu, Leandro Soriano Marcolino, Yanghao Zhang, Tianle Zhang, Xiaowei Huang, Wenjie Ruan
Reward Certification for Policy Smoothed Reinforcement Learning. AAAI (2024)
Zhen Chen, Fu Wang, Ronghui Mu, Peipei Xu, Xiaowei Huang, Wenjie Ruan
Nrat: towards adversarial training with inherent label noise. Mach. Learn. 113 (6) (2024)
Ronghui Mu, Leandro Soriano Marcolino, Qiang Ni, Wenjie Ruan
Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond. Neural Networks 171 (2024)
Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang
Building Guardrails for Large Language Models. CoRR (2024)
Yanghao Zhang, Tianle Zhang, Ronghui Mu, Xiaowei Huang, Wenjie Ruan
Towards Fairness-Aware Adversarial Learning. CoRR (2024)
Gaojie Jin, Xinping Yi, Dengyu Wu, Ronghui Mu, Xiaowei Huang
Randomized Adversarial Training via Taylor Expansion. CVPR (2023)
Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. AAAI (2023)
Ronghui Mu, Leandro Soriano Marcolino, Tianle Zhang, Yanghao Zhang, Xiaowei Huang, Wenjie Ruan
Reward Certification for Policy Smoothed Reinforcement Learning. CoRR (2023)
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
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation. CoRR (2023)
Gaojie Jin, Xinping Yi, Dengyu Wu, Ronghui Mu, Xiaowei Huang
Randomized Adversarial Training via Taylor Expansion. CoRR (2023)
Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. CoRR (2022)
Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
3DVerifier: Efficient Robustness Verification for 3D Point Cloud Models. CoRR (2022)
Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
Sparse Adversarial Video Attacks with Spatial Transformations. CoRR (2021)
Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni
Sparse Adversarial Video Attacks with Spatial Transformations. BMVC (2021)