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Zhao, Xingyu ORCID: 0000-0002-3474-349X, Huang, Wei, Banks, Alec, Cox, Victoria, Flynn, David, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2021) Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. In: AISafety 2021 Workshop co-located with IJCAI-21, 2021-8-21 - 2021-8-23, virtual.

Huang, Wei ORCID: 0000-0003-1418-6267, Zhao, Xingyu ORCID: 0000-0002-3474-349X, Banks, Alec ORCID: 0000-0002-1350-0798, Cox, Victoria ORCID: 0000-0003-3852-7855 and Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2024) Hierarchical Distribution-aware Testing of Deep Learning. ACM Transactions on Software Engineering and Methodology, 33 (2). pp. 1-35.

Dong, Yi ORCID: 0000-0003-3047-7777, Huang, Wei, Bharti, Vibhav, Cox, Victoria, Banks, Alec, Wang, Sen, Zhao, Xingyu ORCID: 0000-0002-3474-349X, Schewe, Sven ORCID: 0000-0002-9093-9518 and Huang, Xiaowei ORCID: 0000-0001-6267-0366 (2023) Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance. ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 22 (3). pp. 1-48.