| PC2A: Predicting Collective Contextual Anomalies via LSTM With Deep Generative Model S Dou, K Yang, HV Poor IEEE Internet of Things Journal 6 (6), 9645-9655, 2019 | 25 | 2019 |
| Fog intelligence for network anomaly detection K Yang, H Ma, S Dou IEEE Network 34 (2), 78-82, 2020 | 17 | 2020 |
| Timeautoml: autonomous representation learning for multivariate irregularly sampled time series Y Jiao, K Yang, S Dou, P Luo, S Liu, D Song arXiv preprint arXiv:2010.01596, 2020 | 9 | 2020 |
| Unsupervised Anomaly Detection in Heterogeneous Network Time Series with Mixed Sampling Rates S Dou, K Yang, P Luo, Y Jiao IJCAI20 Workshop on Artificial Intelligence for Internet of Things, 2021 | 3 | 2021 |
| Tafl: Task-adaptive few-shot learning for kpis prediction Y Wang, C Qiu, S Dou, C Zhu, M Liao 2022 3rd International Conference on Electronic Communication and Artificial …, 2022 | 1 | 2022 |
| Interpretable Anomaly Detection in Variable-Length Co-Evolving Rhythmic Sequences Y Liu, K Yang, S Dou, P Luo The 1st Workshop on Artificial Intelligence for Anomalies and Novelties …, 2021 | 1 | 2021 |
| Multi-level association rule mining for wireless network time series data C Zhu, C Qiu, S Dou, M Liao International Conference on Intelligent Systems, Communications, and …, 2023 | | 2023 |
| CPMLHO: Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization S Yang, Y Jiao, S Dou, M Zheng, C Zhu 2022 4th International Conference on Frontiers Technology of Information and …, 2022 | | 2022 |
| Task-aware Similarity Learning for Event-triggered Time Series S Dou, K Yang, Y Jiao, C Qiu, K Ren arXiv preprint arXiv:2207.08159, 2022 | | 2022 |
| Robust Group Anomaly Detection for Quasi-Periodic Network Time Series K Yang, S Dou, P Luo, X Wang, HV Poor IEEE Transactions on Network Science and Engineering 9 (4), 2833-2845, 2022 | | 2022 |
| Local Group Anomaly Detection for Multiple Time Series with Synchronization Errors SD Yinxi Liu, Kai Yang NeurIPS 2019 Workshop on Information Theory and Machine Learning, 1-4, 2019 | | 2019 |
| Study on Technologies for Applications in Tactile Internet. Y Zhang, S Dou, X Su Intelligent Environments (Workshops), 155-161, 2017 | | 2017 |
| A Study of Interference Cancellation for NOMA Downlink Near-Far Effect to Support Big Data S Dou, X Su, D Choi, P Kim, C Choi Green, Pervasive, and Cloud Computing: 12th International Conference, GPC …, 2017 | | 2017 |
