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Dr Wenjie Ruan

Lecturer

  1. E-pub ahead of print

    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/MagazineJournal articlepeer-review

  2. 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/ISSNConference contribution/Paperpeer-review

  3. Published

    Modeling and predictive control of magnetic levitation ball system based on RBF-ARX model with linear functional weights

    Qin, Y., Peng, H. & Ruan, W., 26/08/2016, In: Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology). 47, 8, p. 2676-2684 9 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. 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/MagazineJournal articlepeer-review

  5. Published

    Reachability analysis of deep neural networks with provable guarantees

    Ruan, W., Huang, X. & Kwiatkowska, M., 13/07/2018, Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018. Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, Vol. 2018. p. 2651-2659 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  6. Published

    Making Sense of Doppler Effect for Multi-Modal Hand Motion Detection

    Ruan, W., Sheng, Q. Z., Xu, P., Yang, L., Gu, T. & Shangguan, L., 1/09/2018, In: IEEE Transactions on Mobile Computing. 17, 9, p. 2087-2100 14 p., 8067452.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  7. Published

    Device-free human localization and tracking with UHF passive RFID tags: A data-driven approach

    Ruan, W., Sheng, Q. Z., Yao, L., Li, X., Falkner, N. J. G. & Yang, L., 15/02/2018, In: Journal of Network and Computer Applications. 104, p. 78-96 19 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Recognizing daily living activity using embedded sensors in smartphones: A data-driven approach

    Ruan, W., Chea, L., Sheng, Q. Z. & Yao, L., 15/12/2016, Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Proceedings. Li, J., Li, X., Wang, S., Li, J. & Sheng, Q. Z. (eds.). Springer Verlag, p. 250-265 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10086 LNAI).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  9. Published

    Forecasting seasonal time series using weighted gradient RBF network based autoregressive model

    Ruan, W., Sheng, Q. Z., Xu, P., Tran, N. K., Falkner, N. J. G., Li, X. & Zhang, W. E., 24/10/2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2021-2024 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  10. Published

    When sensor meets tensor: Filling missing sensor values through a tensor approach

    Ruan, W., Xu, P., Sheng, Q. Z., Tran, N. K., Falkner, N. J. G., Li, X. & Zhang, W. E., 24/10/2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery (ACM), p. 2025-2028 4 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

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