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Dr Wenjie Ruan

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  1. 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

  2. Published

    A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees

    Wu, M., Wicker, M., Ruan, W., Huang, X. & Kwiatkowska, M., 6/02/2020, In: Theoretical Computer Science. 807, p. 298-329 32 p.

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

  3. 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

  4. 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

  5. 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

  6. Published

    AudioGest: Enabling fine-grained hand gesture detection by decoding echo signal

    Ruan, W., Sheng, Q. Z., Yang, L., Gu, T., Xu, P. & Shangguan, L., 12/09/2016, UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing. New York: Association for Computing Machinery, Inc, p. 474-485 12 p.

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

    Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength

    Yao, L., Sheng, Q. Z., Li, X., Gu, T., Tan, M., Wang, X., Wang, S. & Ruan, W., 1/02/2018, In: IEEE Transactions on Mobile Computing. 17, 2, p. 293-306 14 p., 7938705.

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

  9. 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

  10. Published

    Concolic testing for deep neural networks

    Sun, Y., Wu, M., Ruan, W., Huang, X., Kwiatkowska, M. & Kroening, D., 3/09/2018, Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, ASE 2018, Montpellier, France, September 3-7, 2018. New York: Association for Computing Machinery (ACM), p. 109-119 11 p.

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

  11. 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

  12. Published

    Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process

    Zhou, F., Peng, H., Ruan, W., Wang, D., Liu, M., Gu, Y. & Li, L., 1/08/2018, In: Neural Computing and Applications. 30, 4, p. 1039-1053 15 p.

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

  13. 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/Magazine › Journal article › peer-review

  14. Published

    Device-free indoor localization and tracking through Human-Object Interactions

    Ruan, W., Sheng, Q. Z., Yao, L., Gu, T., Ruta, M. & Shangguan, L., 26/07/2016, WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks. IEEE, p. 1-9 9 p. 7523524

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

  15. 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

  16. 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

  17. 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

  18. 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

  19. Published

    Exploring tag-free RFID-based passive localization and tracking via learning-based probabilistic approaches

    Yao, L., Ruan, W., Sheng, Q. Z., Li, X. & Falkner, N. J. G., 1/01/2014, CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 1799-1802 4 p.

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

  20. 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/ISSN › Conference contribution/Paper › peer-review

  21. Published

    Freedom: Online activity recognition via dictionary-based sparse representation of RFID sensing data

    Yao, L., Sheng, Q. Z., Li, X., Wang, S., Gu, T., Ruan, W. & Zou, W., 5/01/2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Zhou, Z-H., Aggarwal, C., Xiong, H., Tuzhilin, A. & Wu, X. (eds.). IEEE, p. 1087-1092 6 p. 7373440

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

  22. Published

    Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles

    Wu, M., Louw, T., Lahijanian, M., Ruan, W., Huang, X., Merat, N. & Kwiatkowska, M., 27/01/2020, 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, p. 6210-6216 7 p.

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

  23. Published

    Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance

    Ruan, W., Wu, M., Sun, Y., Huang, X., Kroening, D. & Kwiatkowska, M., 31/07/2019, Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), August 10-16, 2019, Macau, China. IJCAI, p. 5944-5952 9 p.

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

  24. Published

    HOI-Loc: Towards unobstructive human localization with probabilistic multi-sensor fusion

    Ruan, W., Sheng, Q. Z., Yao, L., Yang, L. & Gu, T., 14/03/2016, 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016. IEEE, p. 1-4 4 p. 7457055

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

  25. Published

    Interpolating the missing values for multi-dimensional spatial-temporal sensor data: A tensor SVD approach

    Xu, P., Ruan, W., Sheng, Q. Z., Gu, T. & Yao, L., 7/11/2017, 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, MobiQuitous 2017. Association for Computing Machinery (ACM), p. 442-451 10 p.

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

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