Items where Author is "Ruan, Wenjie"

Yin, Xiangyu and Ruan, Wenjie and Fieldsend, Jonathan (2024) DIMBA: discretely masked black-box attack in single object tracking. Machine Learning, 113 (4). pp. 1705-1723. ISSN 0885-6125

Mu, Ronghui and Marcolino, Leandro and Ni, Qiang and Ruan, Wenjie (2024) Enhancing robustness in video recognition models : Sparse adversarial attacks and beyond. Neural Networks, 171. pp. 127-143. ISSN 0893-6080

Mu, Ronghui and Soriano Marcolino, Leandro and Zhang, Tianle and Zhang, Yanghao and Huang, Xiaowei and Ruan, Wenjie (2023) ReCePS: Reward Certification for Policy Smoothed Reinforcement Learning. In: Conference on Artificial Intelligence (AAAI-24) : SRRAI Special Track. UNSPECIFIED. (In Press)

Mu, Ronghui and Soriano Marcolino, Leandro and Ni, Qiang and Ruan, Wenjie (2023) Assessment of the Robustness of Deep Neural Networks (DNNs). PhD thesis, Lancaster University.

Xu, Peipei and Ruan, Wenjie and Huang, Xiaowei (2023) Quantifying safety risks of deep neural networks. Complex & Intelligent Systems, 9 (4). pp. 3801-3818. ISSN 2199-4536

Zhang, Yanghao and Ruan, Wenjie and Wang, Fu and Huang, Xiaowei (2023) Generalizing universal adversarial perturbations for deep neural networks. Machine Learning. ISSN 0885-6125

Mu, Ronghui and Ruan, Wenjie and Soriano Marcolino, Leandro and Jin, Gaojie and Ni, Qiang (2023) Certified Policy Smoothing for Cooperative Multi-Agent Reinforcement Learning. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence :. AAAI, USA.

Mu, Ronghui and Ruan, Wenjie and Soriano Marcolino, Leandro and Ni, Qiang (2022) 3DVerifier: efficient robustness verification for 3D point cloud models. Machine Learning, 2022. ISSN 0885-6125

Huang, Wei and Sun, Youcheng and Zhao, Xingyu and Sharp, James and Ruan, Wenjie and Meng, Jie and Huang, Xiaowei (2022) Coverage-Guided Testing for Recurrent Neural Networks. IEEE Transactions on Reliability, 71 (3): 3. pp. 1191-1206. ISSN 0018-9529

Mu, Ronghui and Soriano Marcolino, Leandro and Ruan, Wenjie and Ni, Qiang (2021) Sparse Adversarial Video Attacks with Spatial Transformations. In: 32nd British Machine Vision Conference 2021, BMVC 2021, 2021-11-22 - 2021-11-25, online.

Chen, Dawei and Wang, Jiangtao and Ruan, Wenjie and Ni, Qiang and Helal, Sumi (2021) Enabling Cost-Effective Population Health Monitoring By Exploiting Spatiotemporal Correlation. ACM Transactions on Computing for Healthcare, 2 (2): 11. pp. 1-19. ISSN 2691-1957

Liu, Shuohan and Cao, Yue and Ruan, Wenjie and Ni, Qiang and Nati, Michele and Suthaputchakun, Chakkaphong (2021) EV Charging Recommendation Concerning Preemptive Service and Charging Urgency Policy. In: 2020 IEEE 92nd Vehicular Technology Conference (VTC2020-Fall) :. IEEE. ISBN 9781728194851

Ma, Liantao and Gao, Junyi and Wang, Yasha and Wang, Jiangtao and Ruan, Wenjie and Zhang, Chaohe and Tang, Wen and Gao, Xin and Ma, Xinyu (2020) AdaCare : Explainable Clinical Health Status Representation Learning via Scale Adaptive Feature Extraction and Recalibration. In: The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020 :. Proceedings of the AAAI Conference on Artificial Intelligence . AAAI, pp. 825-832. ISBN 9781577358350

Ma, Liantao and Zhang, Chaohe and Wang, Yasha and Ruan, Wenjie and Wang, Jiangtao and Tang, Wen and Ma, Xinyu and Gao, Xin and Gao, Junyi (2020) ConCarE : Personalized Clinical Feature Embedding via Capturing the Healthcare Context. In: The Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020 :. Proceedings of the AAAI Conference on Artificial Intelligence . AAAI, pp. 833-840. ISBN 9781577358350

Wu, Min and Wicker, Matthew and Ruan, Wenjie and Huang, Xiaowei and Kwiatkowska, Marta (2020) A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees. Theoretical Computer Science, 807. pp. 298-329. ISSN 0304-3975

Wu, Min and Louw, Tyron and Lahijanian, Morteza and Ruan, Wenjie and Huang, Xiaowei and Merat, Natasha and Kwiatkowska, Marta (2020) Gaze-based Intention Anticipation over Driving Manoeuvres in Semi-Autonomous Vehicles. In: 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) :. IEEE, CHN, pp. 6210-6216. ISBN 9781728140049

Ruan, Wenjie and Wu, Min and Sun, Youcheng and Huang, Xiaowei and Kroening, Daniel and Kwiatkowska, Marta (2019) Global Robustness Evaluation of Deep Neural Networks with Provable Guarantees for the Hamming Distance. In: Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019), August 10-16, 2019, Macau, China :. IJCAI, pp. 5944-5952. ISBN 9780999241141

Sun, Youcheng and Wu, Min and Ruan, Wenjie and Huang, Xiaowei and Kwiatkowska, Marta and Kroening, Daniel (2018) Concolic testing for deep neural networks. In: Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, ASE 2018, Montpellier, France, September 3-7, 2018 :. Association for Computing Machinery (ACM), New York, pp. 109-119. ISBN 9781450359375

Ruan, Wenjie and Sheng, Quan Z. and Xu, Peipei and Yang, Lei and Gu, Tao and Shangguan, Longfei (2018) Making Sense of Doppler Effect for Multi-Modal Hand Motion Detection. IEEE Transactions on Mobile Computing, 17 (9): 8067452. pp. 2087-2100. ISSN 1536-1233

Zhou, Feng and Peng, Hui and Ruan, Wenjie and Wang, Dan and Liu, Mingyue and Gu, Yunfeng and Li, Li (2018) Cubic-RBF-ARX modeling and model-based optimal setting control in head and tail stages of cut tobacco drying process. Neural Computing and Applications, 30 (4). pp. 1039-1053. ISSN 0941-0643

Ruan, Wenjie and Huang, Xiaowei and Kwiatkowska, Marta (2018) Reachability analysis of deep neural networks with provable guarantees. In: Proceedings of the 27th International Joint Conference on Artificial Intelligence, IJCAI 2018 :. International Joint Conferences on Artificial Intelligence, SWE, pp. 2651-2659. ISBN 9780999241127

Zhang, Wei Emma and Sheng, Quan Z. and Tang, Zhejun and Ruan, Wenjie (2018) Related or duplicate : Distinguishing similar CQA questions via convolutional neural networks. In: SIGIR '18 The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval :. Association for Computing Machinery, Inc, USA, pp. 1153-1156. ISBN 9781450356572

Alfazi, Abdullah and Sheng, Quan Z. and Babar, Ali and Ruan, Wenjie and Qin, Yongrui (2018) Toward Unified Cloud Service Discovery for Enhanced Service Identification. In: Service Research and Innovation : 5th and 6th Australasian Symposium, ASSRI 2015 and ASSRI 2017, Revised Selected Papers. Lecture Notes in Business Information Processing . Springer Verlag, AUS, pp. 149-163. ISBN 9783319765860

Ruan, Wenjie and Sheng, Quan Z. and Yao, Lina and Li, Xue and Falkner, Nickolas J.G. and Yang, Lei (2018) Device-free human localization and tracking with UHF passive RFID tags : A data-driven approach. Journal of Network and Computer Applications, 104. pp. 78-96. ISSN 1084-8045

Yao, Lina and Sheng, Quan Z. and Li, Xue and Gu, Tao and Tan, Mingkui and Wang, Xianzhi and Wang, Sen and Ruan, Wenjie (2018) Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength. IEEE Transactions on Mobile Computing, 17 (2): 7938705. pp. 293-306. ISSN 1536-1233

Xu, Peipei and Ruan, Wenjie and Sheng, Quan Z. and Gu, Tao and Yao, Lina (2017) Interpolating the missing values for multi-dimensional spatial-temporal sensor data : A tensor SVD approach. In: 14th EAI International Conference on Mobile and Ubiquitous Systems : Computing, Networking and Services, MobiQuitous 2017. Association for Computing Machinery (ACM), AUS, pp. 442-451. ISBN 9781450353687

Ruan, Wenjie and Xu, Peipei and Sheng, Quan Z. and Falkner, Nickolas J.G. and Li, Xue and Zhang, Wei Emma (2017) Recovering missing values from corrupted spatio-temporal sensory data via robust low-rank tensor completion. In: Database Systems for Advanced Applications :. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer, CHN, pp. 607-622. ISBN 9783319557526

Ruan, Wenjie and Chea, Leon and Sheng, Quan Z. and Yao, Lina (2016) Recognizing daily living activity using embedded sensors in smartphones : A data-driven approach. In: Advanced Data Mining and Applications - 12th International Conference, ADMA 2016, Proceedings :. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) . Springer Verlag, AUS, pp. 250-265. ISBN 9783319495859

Ruan, Wenjie and Sheng, Quan Z. and Xu, Peipei and Tran, Nguyen Khoi and Falkner, Nickolas J.G. and Li, Xue and Zhang, Wei Emma (2016) Forecasting seasonal time series using weighted gradient RBF network based autoregressive model. In: CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management :. Association for Computing Machinery (ACM), USA, pp. 2021-2024. ISBN 9781450340731

Ruan, Wenjie and Xu, Peipei and Sheng, Quan Z. and Tran, Nguyen Khoi and Falkner, Nickolas J.G. and Li, Xue and Zhang, Wei Emma (2016) When sensor meets tensor : Filling missing sensor values through a tensor approach. In: CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management :. Association for Computing Machinery (ACM), USA, pp. 2025-2028. ISBN 9781450340731

Ruan, Wenjie and Sheng, Quan Z. and Yang, Lei and Gu, Tao and Xu, Peipei and Shangguan, Longfei (2016) AudioGest : Enabling fine-grained hand gesture detection by decoding echo signal. In: UbiComp 2016 - Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing :. Association for Computing Machinery, Inc, DEU, pp. 474-485. ISBN 9781450344616

Qin, Yemei and Peng, Hui and Ruan, Wenjie (2016) Modeling and predictive control of magnetic levitation ball system based on RBF-ARX model with linear functional weights. Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 47 (8). pp. 2676-2684. ISSN 1672-7207

Ruan, Wenjie and Sheng, Quan Z. and Yao, Lina and Gu, Tao and Ruta, Michele and Shangguan, Longfei (2016) Device-free indoor localization and tracking through Human-Object Interactions. In: WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks :. IEEE, PRT, pp. 1-9. ISBN 9781509021857

Ruan, Wenjie and Sheng, Quan Z. and Yao, Lina and Yang, Lei and Gu, Tao (2016) HOI-Loc : Towards unobstructive human localization with probabilistic multi-sensor fusion. In: 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016 :. IEEE, AUS, pp. 1-4. ISBN 9781509019410

Ruan, Wenjie and Sheng, Quan Z. and Yao, Lina and Tran, Nguyen Khoi and Yang, Yu Chieh (2016) PreventDark : Automatically detecting and preventing problematic use of smartphones in darkness. In: 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016 :. IEEE, AUS, pp. 1-3. ISBN 9781509019410

Ruan, Wenjie (2016) Unobtrusive human localization and activity recognition for supporting independent living of the elderly. In: 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, PerCom Workshops 2016 :. IEEE, AUS, pp. 1-3. ISBN 9781509019410

Yao, Lina and Sheng, Quan Z. and Ruan, Wenjie and Li, Xue and Wang, Sen and Yang, Zhi (2016) Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength. In: Proceedings - 2015 IEEE 21st International Conference on Parallel and Distributed Systems, ICPADS 2015 :. IEEE, AUS, pp. 116-123. ISBN 9780769557854

Yao, Lina and Sheng, Quan Z. and Li, Xue and Wang, Sen and Gu, Tao and Ruan, Wenjie and Zou, Wan (2016) Freedom : Online activity recognition via dictionary-based sparse representation of RFID sensing data. In: Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015 :. IEEE, USA, pp. 1087-1092. ISBN 9781467395045

Yao, Lina and Wang, Xianzhi and Sheng, Quan Z. and Ruan, Wenjie and Zhang, Wei (2015) Service Recommendation for Mashup Composition with Implicit Correlation Regularization. In: Proceedings - 2015 IEEE International Conference on Web Services, ICWS 2015 :. IEEE, USA, pp. 217-224. ISBN 9781467372725

Yao, Lina and Sheng, Quan Z. and Ruan, Wenjie and Gu, Tao and Li, Xue and Falkner, Nickolas J.G. and Yang, Zhi (2015) RF-care : Device-free posture recognition for elderly people using a passive RFID tag array. In: Proceedings of the 12th International Conference on Mobile and Ubiquitous Systems : Computing, Networking and Services, MOBIQUITOUS 2015. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), PRT, pp. 110-119. ISBN 9781631900723

Yao, Lina and Ruan, Wenjie and Sheng, Quan Z. and Li, Xue and Falkner, Nicholas J.G. (2014) Exploring tag-free RFID-based passive localization and tracking via learning-based probabilistic approaches. In: CIKM 2014 - Proceedings of the 2014 ACM International Conference on Information and Knowledge Management :. Association for Computing Machinery, Inc, CHN, pp. 1799-1802. ISBN 9781450325981

Wang, Xiaofei and Peng, Xiaoyan and Yang, Yubo and Peng, Hui and Ruan, Wenjie (2014) RBF-ARX model·based optimal control method for moisture content in output dried cut tobacco. Tobacco Science and Technology, 2014 (1). pp. 26-30. ISSN 1002-0861

Ruan, Wenjie and Yao, Lina and Sheng, Quan Z. and Falkner, Nickolas J.G. and Li, Xue (2014) TagTrack : Device-free localization and tracking using passive RFID tags. In: MobiQuitous 2014 - 11th International Conference on Mobile and Ubiquitous Systems : Computing, Networking and Services. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), GBR, pp. 80-89. ISBN 9781631900396

Qin, Yemei and Peng, Hui and Ruan, Wenjie and Wu, Jun and Gao, Jiacheng (2014) A modeling and control approach to magnetic levitation system based on state-dependent ARX model. Journal of Process Control, 24 (1). pp. 93-112. ISSN 0959-1524