Ronghui Mu

3DVerifier: Efficient Robustness Verification for 3D Point Cloud Models

L. Marcolino, Q. Ni, Wenjie Ruan, 2022, Machine Learning.

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

Mustafa A. Mustafa, Wei Huang, Xiaowei Huang, 2023, ArXiv.

Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

L. Marcolino, Q. Ni, Wenjie Ruan, 2022, ArXiv.

Sparse Adversarial Video Attacks with Spatial Transformations pdf

Leandro Soriano Marcolino, Qiang Ni, Wenjie Ruan, 2021, BMVC.

Randomized Adversarial Training via Taylor Expansion

Xiaowei Huang, Xinping Yi, Gao Jin, 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

Mustafa A. Mustafa, Xiaowei Huang, S. Bensalem, 2023, Artif. Intell. Rev..

Invariant Correlation of Representation with Label

Gao Jin, Ronghui Mu, Xinping Yi, 2024, 2407.01749.