| Timeseries anomaly detection using temporal hierarchical one-class network L Shen, Z Li, J Kwok Advances in Neural Information Processing Systems 33, 13016-13026, 2020 | 212 | 2020 |
| DeePr-ESN: A deep projection-encoding echo-state network Q Ma, L Shen, GW Cottrell Information Sciences 511, 152-171, 2020 | 118* | 2020 |
| Functional echo state network for time series classification Q Ma, L Shen, W Chen, J Wang, J Wei, Z Yu Information Sciences 373, 1-20, 2016 | 98 | 2016 |
| End-to-end incomplete time-series modeling from linear memory of latent variables Q Ma, S Li, L Shen, J Wang, J Wei, Z Yu, GW Cottrell IEEE transactions on cybernetics 50 (12), 4908-4920, 2019 | 55 | 2019 |
| Time series anomaly detection with multiresolution ensemble decoding L Shen, Z Yu, Q Ma, JT Kwok Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9567-9575, 2021 | 46 | 2021 |
| WALKING WALKing walking: Action recognition from action echoes Q Ma, L Shen, E Chen, S Tian, J Wang, GW Cottrell IJCAI, 2457-2463, 2017 | 30 | 2017 |
| Time series classification with echo memory networks Q Ma, W Zhuang, L Shen, GW Cottrell Neural Networks, 2019 | 27 | 2019 |
| End-to-end time series imputation via residual short paths L Shen, Q Ma, S Li Asian conference on machine learning, 248-263, 2018 | 24 | 2018 |
| Dynamic barycenter averaging kernel in RBF networks for time series classification K Shi, H Qin, C Sima, S Li, L Shen, Q Ma IEEE Access 7, 47564-47576, 2019 | 19 | 2019 |
| Efficient time series anomaly detection by multiresolution self-supervised discriminative network D Huang*, L Shen*, Z Yu, Z Zheng, M Huang, Q Ma Neurocomputing 491, 261-272, 2022 | 17 | 2022 |
| Non-autoregressive conditional diffusion models for time series prediction L Shen, J Kwok International Conference on Machine Learning 202, 31016-31029, 2023 | 11 | 2023 |
| Rbf networks with dynamic barycenter averaging kernel for time series classification H Qin, L Shen, C Sima, Q Ma Artificial Intelligence: First CCF International Conference, ICAI 2018 …, 2018 | 3 | 2018 |
| Decouple adversarial capacities with dual-reservoir network Q Ma, L Shen, W Zhuang, J Chen Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 3 | 2017 |
| Two-stage temporal multimodal learning for speaker and speech recognition Q Ma, L Shen, R Su, J Chen Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017 | 1 | 2017 |
| Multi-resolution diffusion models for time series forecasting L Shen, W Chen, J Kwok The Twelfth International Conference on Learning Representations, 2023 | | 2023 |
Qianli MaProfessor of South China University of TechnologyPotvrđena adresa e-pošte na scut.edu.cn
