NBN Incubator Talk: AI Transformation – in highly regulated industry

References

Zhu, L., Xu, X., Lu, Q., Governatori, G., Whittle, J., 2022. AI and Ethics—Operationalizing Responsible AI, in: Chen, F., Zhou, J. (Eds.), Humanity Driven AI. Springer International Publishing, Cham, pp. 15–33. https://doi.org/10.1007/978-3-030-72188-6_2

Lu, Q., Zhu, L., Xu, X., Whittle, J., Xing, Z., 2022. Towards a Roadmap on Software Engineering for Responsible AI, in: 1st International Conference on AI Engineering – Software Engineering for AI (CAIN). https://dl.acm.org/doi/abs/10.1145/3522664.3528607

Lu, Q., 2023. Towards Responsible AI in the Era of ChatGPT: Pattern-Oriented Reference Architecture for Designing Foundation Model based AI Systems. https://arxiv.org/abs/2304.11090

Lu, Q., Zhu, L., Xu, X., Xing, Z., Whittle, J., 2023. A Framework for Designing Foundation Model based Systems URL https://arxiv.org/abs/2305.05352v1

Lo, S.K., Liu, Y., Lu, Q., Wang, C., Xu, X., Paik, H.-Y., Zhu, L., 2023. Toward Trustworthy AI: Blockchain-Based Architecture Design for Accountability and Fairness of Federated Learning Systems. IEEE Internet of Things Journal 10, 3276–3284. https://doi.org/10.1109/JIOT.2022.3144450

Lo, S.K., Liu, Y., Lu, Q., Wang, C., Xu, X., Paik, H.-Y., Zhu, L., 2021. Blockchain-based Trustworthy Federated Learning Architecture. https://doi.org/10.48550/arXiv.2108.06912

Xia, B., Bi, T., Xing, Z., Lu, Q., Zhu, L., 2023. An Empirical Study on Software Bill of Materials: Where We Stand and the Road Ahead. Presented at the ICSE, arXiv. https://doi.org/10.48550/arXiv.2301.05362

Xu, X., Wang, C., Wang, Z. (Jef), Lu, Q., Zhu, L., 2022. Dependency tracking for risk mitigation in machine learning (ML) systems, in: Proceedings of the 44th International Conference on Software Engineering: Software Engineering in Practice,https://doi.org/10.1145/3510457.3513058


About Me

Research Director, CSIRO’s Data61
Conjoint Professor, CSE UNSW

For other roles, see LinkedIn & Professional activities.

If you’d like to invite me to give a talk, please see here & email liming.zhu@data61.csiro.au

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