Ronghui Mu

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

Xiaowei Huang, Wenjie Ruan, Wei Huang et al. · Artificial Intelligence Review · 2024 · 111 citations · Full text

Computing, Computer Science, Computer Systems +17

Safeguarding large language models: a survey

Yi Dong, Ronghui Mu, Yanghao Zhang et al. · Artificial Intelligence Review · 2025 · 48 citations · Full text

Computing, Computer Science, Computer Systems +8

Randomized Adversarial Training via Taylor Expansion

Gaojie Jin, Xinping Yi, Dengyu Wu et al. · 2023 · 40 citations

Computing, Computer Science, Computer Security +11

A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation

Xiaowei Huang, Wenjie Ruan, Wei Huang et al. · arXiv (Cornell University) · 2023 · 17 citations · Full text

Computing, Computer Science, Computer Systems +17

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

Ronghui Mu, Wenjie Ruan, Leandro Soriano Marcolino et al. · Machine Learning · 2022 · 14 citations · Full text

Computing, Computer Science, Computer Systems +11