3DVerifier: efficient robustness verification for 3D point cloud models
Mu, Ronghui, Ruan, Wenjie, Marcolino, Leandro S., Ni, Qiang
Published in Machine learning (01.04.2024)
Published in Machine learning (01.04.2024)
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Journal Article
Nrat: towards adversarial training with inherent label noise
Chen, Zhen, Wang, Fu, Mu, Ronghui, Xu, Peipei, Huang, Xiaowei, Ruan, Wenjie
Published in Machine learning (01.06.2024)
Published in Machine learning (01.06.2024)
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Journal Article
Randomized Adversarial Training via Taylor Expansion
Jin, Gaojie, Yi, Xinping, Wu, Dengyu, Mu, Ronghui, Huang, Xiaowei
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
DeepGRE: Global Robustness Evaluation of Deep Neural Networks
Zhang, Tianle, Liu, Jiaxu, Zhang, Yanghao, Mu, Ronghui, Ruan, Wenjie
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
Published in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (14.04.2024)
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Conference Proceeding
A survey of safety and trustworthiness of large language models through the lens of verification and validation
Huang, Xiaowei, Ruan, Wenjie, Huang, Wei, Jin, Gaojie, Dong, Yi, Wu, Changshun, Bensalem, Saddek, Mu, Ronghui, Qi, Yi, Zhao, Xingyu, Cai, Kaiwen, Zhang, Yanghao, Wu, Sihao, Xu, Peipei, Wu, Dengyu, Freitas, Andre, Mustafa, Mustafa A.
Published in The Artificial intelligence review (17.06.2024)
Published in The Artificial intelligence review (17.06.2024)
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Journal Article
Towards Fairness-Aware Adversarial Learning
Zhang, Yanghao, Zhang, Tianle, Mu, Ronghui, Huang, Xiaowei, Ruan, Wenjie
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
Published in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16.06.2024)
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Conference Proceeding
Towards Fairness-Aware Adversarial Learning
Zhang, Yanghao, Zhang, Tianle, Mu, Ronghui, Huang, Xiaowei, Ruan, Wenjie
Year of Publication 27.02.2024
Year of Publication 27.02.2024
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Journal Article
Reward Certification for Policy Smoothed Reinforcement Learning
Mu, Ronghui, Marcolino, Leandro Soriano, Zhang, Tianle, Zhang, Yanghao, Huang, Xiaowei, Ruan, Wenjie
Year of Publication 11.12.2023
Year of Publication 11.12.2023
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Journal Article
Building Guardrails for Large Language Models
Dong, Yi, Mu, Ronghui, Jin, Gaojie, Qi, Yi, Hu, Jinwei, Zhao, Xingyu, Meng, Jie, Ruan, Wenjie, Huang, Xiaowei
Year of Publication 02.02.2024
Year of Publication 02.02.2024
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Journal Article
Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning
Mu, Ronghui, Ruan, Wenjie, Marcolino, Leandro Soriano, Jin, Gaojie, Ni, Qiang
Year of Publication 22.12.2022
Year of Publication 22.12.2022
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Journal Article
Safeguarding Large Language Models: A Survey
Dong, Yi, Mu, Ronghui, Zhang, Yanghao, Sun, Siqi, Zhang, Tianle, Wu, Changshun, Jin, Gaojie, Qi, Yi, Hu, Jinwei, Meng, Jie, Bensalem, Saddek, Huang, Xiaowei
Year of Publication 03.06.2024
Year of Publication 03.06.2024
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Journal Article
Invariant Correlation of Representation with Label
Jin, Gaojie, Mu, Ronghui, Yi, Xinping, Huang, Xiaowei, Zhang, Lijun
Published in arXiv.org (01.07.2024)
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Published in arXiv.org (01.07.2024)
Paper
Towards Fairness-Aware Adversarial Learning
Zhang, Yanghao, Zhang, Tianle, Mu, Ronghui, Huang, Xiaowei, Ruan, Wenjie
Published in arXiv.org (27.03.2024)
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Published in arXiv.org (27.03.2024)
Paper
Randomized Adversarial Training via Taylor Expansion
Jin, Gaojie, Yi, Xinping, Wu, Dengyu, Mu, Ronghui, Huang, Xiaowei
Published in arXiv.org (19.03.2023)
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Published in arXiv.org (19.03.2023)
Paper
A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
Huang, Xiaowei, Ruan, Wenjie, Huang, Wei, Jin, Gaojie, Dong, Yi, Wu, Changshun, Bensalem, Saddek, Mu, Ronghui, Qi, Yi, Zhao, Xingyu, Cai, Kaiwen, Zhang, Yanghao, Wu, Sihao, Xu, Peipei, Wu, Dengyu, Freitas, Andre, Mustafa, Mustafa A
Year of Publication 18.05.2023
Year of Publication 18.05.2023
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Journal Article