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Research

Dr Wenjie Ruan

Lecturer

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  1. Published

    A modeling and control approach to magnetic levitation system based on state-dependent ARX model

    Qin, Y., Peng, H., Ruan, W., Wu, J. & Gao, J., 1/01/2014, In: Journal of Process Control. 24, 1, p. 93-112 20 p.

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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. Published

    AdaCare: Explainable Clinical Health Status Representation Learning via Scale Adaptive Feature Extraction and Recalibration

    Ma, L., Gao, J., Wang, Y., Wang, J., Ruan, W., Zhang, C., Tang, W., Gao, X. & Ma, X., 3/04/2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020. AAAI, p. 825-832 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 1).

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

  8. Published

    ConCarE: Personalized Clinical Feature Embedding via Capturing the Healthcare Context

    Ma, L., Zhang, C., Wang, Y., Ruan, W., Wang, J., Tang, W., Ma, X., Gao, X. & Gao, J., 3/04/2020, The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020. AAAI, p. 833-840 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 34, no. 1).

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

  9. 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

  10. Published

    A survey of safety and trustworthiness of deep neural networks: Verification, testing, adversarial attack and defence, and interpretability

    Huang, X., Kroening, D., Ruan, W., Sharp, J., Sun, Y., Thamo, E., Wu, M. & Yi, X., 1/08/2020, In: Computer Science Review. 37, 35 p., 100270.

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

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