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Dr Wenjie Ruan

Lecturer

  1. 2022
  2. E-pub ahead of print

    Quantifying safety risks of deep neural networks

    Xu, P., Ruan, W. & Huang, X., 9/07/2022, (E-pub ahead of print) In: Complex & Intelligent Systems.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. 2021
  4. 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 paperpeer-review

  5. 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/MagazineJournal articlepeer-review

  6. 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/ISSNConference contribution/Paperpeer-review

  7. 2020
  8. 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/MagazineJournal articlepeer-review

  9. 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/ISSNConference contribution/Paperpeer-review

  10. 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/ISSNConference contribution/Paperpeer-review

  11. 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/MagazineJournal articlepeer-review

  12. 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/ISSNConference contribution/Paperpeer-review

  13. 2019
  14. 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/ISSNConference contribution/Paperpeer-review

  15. 2018
  16. 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/ISSNConference contribution/Paperpeer-review

  17. 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

  18. 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/MagazineJournal articlepeer-review

  19. 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

  20. Published

    Related or duplicate: Distinguishing similar CQA questions via convolutional neural networks

    Zhang, W. E., Sheng, Q. Z., Tang, Z. & Ruan, W., 27/06/2018, SIGIR '18 The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval. New York: Association for Computing Machinery, Inc, p. 1153-1156 4 p.

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

  21. Published

    Toward Unified Cloud Service Discovery for Enhanced Service Identification

    Alfazi, A., Sheng, Q. Z., Babar, A., Ruan, W. & Qin, Y., 1/04/2018, Service Research and Innovation: 5th and 6th Australasian Symposium, ASSRI 2015 and ASSRI 2017, Revised Selected Papers. Beheshti, A., Zhang, W. E., Dong, H. & Hashmi, M. (eds.). Springer Verlag, p. 149-163 15 p. (Lecture Notes in Business Information Processing; vol. 234).

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

  22. 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

  23. 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/MagazineJournal articlepeer-review

  24. 2017
  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/ISSNConference contribution/Paperpeer-review

  26. Published

    Recovering missing values from corrupted spatio-temporal sensory data via robust low-rank tensor completion

    Ruan, W., Xu, P., Sheng, Q. Z., Falkner, N. J. G., Li, X. & Zhang, W. E., 1/04/2017, Database Systems for Advanced Applications . Candan, S., Chen, L., Pedersen, T., Chang, L. & Hua, W. (eds.). Cham: Springer, p. 607-622 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10177).

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

  27. 2016
  28. 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

  29. 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

  30. 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

  31. 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/ISSNConference contribution/Paperpeer-review

  32. 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

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