| Daemon: Unsupervised anomaly detection and interpretation for multivariate time series X Chen, L Deng, F Huang, C Zhang, Z Zhang, Y Zhao, K Zheng 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2225-2230, 2021 | 96 | 2021 |
| Robust and explainable autoencoders for unsupervised time series outlier detection T Kieu, B Yang, C Guo, CS Jensen, Y Zhao, F Huang, K Zheng 2022 IEEE 38th International Conference on Data Engineering (ICDE), 3038-3050, 2022 | 62 | 2022 |
| Unsupervised Time Series Outlier Detection with Diversity-Driven Convolutional Ensembles--Extended Version D Campos, T Kieu, C Guo, F Huang, K Zheng, B Yang, CS Jensen arXiv preprint arXiv:2111.11108, 2021 | 59 | 2021 |
| METRO: a generic graph neural network framework for multivariate time series forecasting Y Cui, K Zheng, D Cui, J Xie, L Deng, F Huang, X Zhou Proceedings of the VLDB Endowment 15 (2), 224-236, 2021 | 52 | 2021 |
| Periodicmove: Shift-aware human mobility recovery with graph neural network H Sun, C Yang, L Deng, F Zhou, F Huang, K Zheng Proceedings of the 30th ACM International Conference on Information …, 2021 | 38 | 2021 |
| A unified replay-based continuous learning framework for spatio-temporal prediction on streaming data H Miao, Y Zhao, C Guo, B Yang, K Zheng, F Huang, J Xie, CS Jensen arXiv preprint arXiv:2404.14999, 2024 | 27 | 2024 |
| A comparative study on unsupervised anomaly detection for time series: Experiments and analysis Y Zhao, L Deng, X Chen, C Guo, B Yang, T Kieu, F Huang, TB Pedersen, ... arXiv preprint arXiv:2209.04635, 2022 | 16 | 2022 |
| A modified nonconforming 5-node quadrilateral transition finite element F Huang, X Xie Adv. Appl. Math. Mech 2 (6), 784-797, 2010 | 16 | 2010 |
| H (div) conforming finite element methods for the coupled Stokes and Darcy problem Y Chen, F Huang, X Xie Journal of computational and applied mathematics 235 (15), 4337-4349, 2011 | 11 | 2011 |
| MARINA: an mlp-attention model for multivariate time-series analysis J Xie, Y Cui, F Huang, C Liu, K Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 7 | 2022 |
| An adaptive hybrid stress transition quadrilateral finite element method for linear elasticity F Huang, X Xie, C Zhang Journal of Computational Mathematics 34 (4), 339-364, 2016 | 3 | 2016 |
| A Pattern Discovery Approach to Multivariate Time Series Forecasting Y Cheng, C Guo, K Chen, K Zhao, B Yang, J Xie, CS Jensen, F Huang, ... arXiv preprint arXiv:2212.10306, 2022 | 2 | 2022 |
