Ronghui Mu

According to our database, Ronghui Mu authored at least 9 papers between 2021 and 2024.

Collaborative distances:

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

2024

3DVerifier: efficient robustness verification for 3D point cloud models.

Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni

Mach. Learn., April, 2024

Towards Fairness-Aware Adversarial Learning.

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

CoRR, 2024

Building Guardrails for Large Language Models.

Yi Dong, Ronghui Mu, Gaojie Jin, Yi Qi, Jinwei Hu, Xingyu Zhao, Jie Meng, Wenjie Ruan, Xiaowei Huang

CoRR, 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

Reward Certification for Policy Smoothed Reinforcement Learning.

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

CoRR, 2023

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

CoRR, 2023

Randomized Adversarial Training via Taylor Expansion.

Gaojie Jin, Xinping Yi, Dengyu Wu, Ronghui Mu, Xiaowei Huang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning.

Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Gaojie Jin, Qiang Ni

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Sparse Adversarial Video Attacks with Spatial Transformations.

Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino, Qiang Ni

Proceedings of the 32nd British Machine Vision Conference 2021, 2021