| Deep learning in mobile and wireless networking: A survey C Zhang, P Patras, H Haddadi IEEE Communications Surveys & Tutorials, 2019 | 1833 | 2019 |
| Sequence-to-point learning with neural networks for nonintrusive load monitoring C Zhang, M Zhong, Z Wang, N Goddard, C Sutton Thirty-Second AAAI Conference on Artificial Intelligence. 2018., 2018 | 579 | 2018 |
| Long-term mobile traffic forecasting using deep spatio-temporal neural networks C Zhang, P Patras Proceedings of the Eighteenth ACM International Symposium on Mobile Ad Hoc …, 2018 | 292 | 2018 |
| A convolutional neural network for leaves recognition using data augmentation C Zhang, P Zhou, C Li, L Liu 2015 IEEE International Conference on Computer and Information Technology …, 2015 | 118 | 2015 |
| ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network C Zhang, X Ouyang, P Patras Proceedings of the 13th International Conference on emerging Networking …, 2017 | 87 | 2017 |
| Adversarial attacks against deep learning-based network intrusion detection systems and defense mechanisms C Zhang, X Costa-Perez, P Patras IEEE/ACM Transactions on Networking 30 (3), 1294-1311, 2022 | 80 | 2022 |
| A 3D-CNN and LSTM based multi-task learning architecture for action recognition X Ouyang, S Xu, C Zhang, P Zhou, Y Yang, G Liu, X Li IEEE Access 7, 40757-40770, 2019 | 76 | 2019 |
| Driver behavior recognition via interwoven deep convolutional neural nets with multi-stream inputs C Zhang, R Li, W Kim, D Yoon, P Patras IEEE Access 8, 191138-191151, 2020 | 62 | 2020 |
| Deepspace: An online deep learning framework for mobile big data to understand human mobility patterns X Ouyang, C Zhang, P Zhou, H Jiang, S Gong arXiv preprint arXiv:1610.07009, 2016 | 53 | 2016 |
| Automatic root cause analysis via large language models for cloud incidents Y Chen, H Xie, M Ma, Y Kang, X Gao, L Shi, Y Cao, X Gao, H Fan, M Wen, ... Proceedings of the Nineteenth European Conference on Computer Systems, 674-688, 2024 | 47* | 2024 |
| Tiki-taka: Attacking and defending deep learning-based intrusion detection systems C Zhang, X Costa-Pérez, P Patras Proceedings of the 2020 ACM SIGSAC Conference on Cloud Computing Security …, 2020 | 47 | 2020 |
| Multi-service mobile traffic forecasting via convolutional long short-term memories C Zhang, M Fiore, P Patras 2019 IEEE International Symposium on Measurements & Networking (M&N), 1-6, 2019 | 39 | 2019 |
| A machine-learning-based framework for optimizing the operation of future networks C Fiandrino, C Zhang, P Patras, A Banchs, J Widmer IEEE Communications Magazine 58 (6), 20-25, 2020 | 36 | 2020 |
| Everything of thoughts: Defying the law of penrose triangle for thought generation R Ding, C Zhang, L Wang, Y Xu, M Ma, W Zhang, S Qin, S Rajmohan, ... arXiv preprint arXiv:2311.04254, 2023 | 35 | 2023 |
| CloudLSTM: A recurrent neural model for spatiotemporal point-cloud stream forecasting C Zhang, M Fiore, I Murray, P Patras Proceedings of the AAAI Conference on Artificial Intelligence, 2021 | 35 | 2021 |
| Microscope: mobile service traffic decomposition for network slicing as a service C Zhang, M Fiore, C Ziemlicki, P Patras Proceedings of the 26th Annual International Conference on Mobile Computing …, 2020 | 26 | 2020 |
| Assess and summarize: Improve outage understanding with large language models P Jin, S Zhang, M Ma, H Li, Y Kang, L Li, Y Liu, B Qiao, C Zhang, P Zhao, ... Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 25 | 2023 |
| Imdiffusion: Imputed diffusion models for multivariate time series anomaly detection Y Chen, C Zhang, M Ma, Y Liu, R Ding, B Li, S He, S Rajmohan, Q Lin, ... arXiv preprint arXiv:2307.00754, 2023 | 24 | 2023 |
| Ufo: A ui-focused agent for windows os interaction C Zhang, L Li, S He, X Zhang, B Qiao, S Qin, M Ma, Y Kang, Q Lin, ... arXiv preprint arXiv:2402.07939, 2024 | 21 | 2024 |
| Xpert: Empowering incident management with query recommendations via large language models Y Jiang, C Zhang, S He, Z Yang, M Ma, S Qin, Y Kang, Y Dang, ... Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024 | 17 | 2024 |
Paul PatrasNet AI / The University of EdinburghVerificeret mail på ieee.org
