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Research

Dr Wenjie Ruan

Lecturer

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  1. 2024
  2. Published

    DIMBA: discretely masked black-box attack in single object tracking

    Yin, X., Ruan, W. & Fieldsend, J., 1/04/2024, In: Machine Learning. 113, 4, p. 1705-1723 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  3. Published

    Enhancing robustness in video recognition models: Sparse adversarial attacks and beyond

    Mu, R., Marcolino, L., Ni, Q. & Ruan, W., 31/03/2024, In: Neural Networks. 171, p. 127-143 17 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. 2023
  5. Forthcoming

    ReCePS: Reward Certification for Policy Smoothed Reinforcement Learning

    Mu, R., Soriano Marcolino, L., Zhang, T., Zhang, Y., Huang, X. & Ruan, W., 10/12/2023, (Accepted/In press) Conference on Artificial Intelligence (AAAI-24): SRRAI Special Track.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    Quantifying safety risks of deep neural networks

    Xu, P., Ruan, W. & Huang, X., 31/08/2023, In: Complex & Intelligent Systems. 9, 4, p. 3801-3818 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning

    Mu, R., Ruan, W., Soriano Marcolino, L., Jin, G. & Ni, Q., 7/02/2023, Proceedings of the 37th AAAI Conference on Artificial Intelligence. AAAI

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  8. 2022
  9. Published

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

    Mu, R., Ruan, W., Soriano Marcolino, L. & Ni, Q., 2/11/2022, In: Machine Learning. 2022, 28 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  10. Published

    Coverage-Guided Testing for Recurrent Neural Networks

    Huang, W., Sun, Y., Zhao, X., Sharp, J., Ruan, W., Meng, J. & Huang, X., 30/09/2022, In: IEEE Transactions on Reliability. 71, 3, p. 1191-1206 16 p., 3.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  11. 2021
  12. Published

    Sparse Adversarial Video Attacks with Spatial Transformations

    Mu, R., Soriano Marcolino, L., Ruan, W. & Ni, Q., 22/11/2021.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  13. Published

    Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation

    Chen, D., Wang, J., Ruan, W., Ni, Q. & Helal, S., 30/04/2021, In: ACM Transactions on Computing for Healthcare. 2, 2, p. 1-19 19 p., 11.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    EV Charging Recommendation Concerning Preemptive Service and Charging Urgency Policy

    Liu, S., Cao, Y., Ruan, W., Ni, Q., Nati, M. & Suthaputchakun, C., 15/02/2021, 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall). IEEE, 5 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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