| Efficient class-specific shapelets learning for interpretable time series classification Z Liang, H Wang Information Sciences 570, 428-450, 2021 | 22 | 2021 |
| Todynet: Temporal dynamic graph neural network for multivariate time series classification H Liu, X Liu, D Yang, Z Liang, H Wang, Y Cui, J Gu arXiv preprint arXiv:2304.05078, 2023 | 10 | 2023 |
| A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning Z Liang, J Zhang, C Liang, H Wang, Z Liang, L Pan Proceedings of the VLDB Endowment 17 (3), 386-399, 2023 | 4* | 2023 |
| 工业大数据分析综述: 模型与算法 王宏志， 梁志宇， 李建中， 高宏 大数据 4 (5), 62-79, 2018 | 4 | 2018 |
| FedTSC: a secure federated learning system for interpretable time series classification Z Liang, H Wang Proceedings of the VLDB Endowment 15 (12), 3686-3689, 2022 | 3 | 2022 |
| FedST: Secure Federated Shapelet Transformation for Time Series Classification Z Liang, H Wang arXiv preprint arXiv:2302.10631, 2023 | 2* | 2023 |
| TSC-AutoML: Meta-learning for Automatic Time Series Classification Algorithm Selection T Mu, H Wang, S Zheng, Z Liang, C Wang, X Shao, Z Liang 2023 IEEE 39th International Conference on Data Engineering (ICDE), 1032-1044, 2023 | 1 | 2023 |
| UniTS: A universal time series analysis framework with self-supervised representation learning Z Liang, C Liang, Z Liang, H Wang arXiv preprint arXiv:2303.13804, 2023 | 1 | 2023 |
| 制造业中的大数据分析技术应用研究综述 梁志宇， 王宏志， 李建中， 高宏 机械 45 (6), 1-13, 2018 | 1 | 2018 |
| TimeCSL: Unsupervised Contrastive Learning of General Shapelets for Explorable Time Series Analysis Z Liang, C Liang, Z Liang, H Wang, B Zheng arXiv preprint arXiv:2404.05057, 2024 | | 2024 |
| Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning C Liang, D Yang, Z Liang, H Wang, Z Liang, X Zhang, J Huang arXiv preprint arXiv:2312.05698, 2023 | | 2023 |
| GMDA: An Automatic Data Analysis System for Industrial Production Z Liang, H Wang, H Zhang, H Guo Database Systems for Advanced Applications: 25th International Conference …, 2020 | | 2020 |
| STRATEGY: A Flexible Job-Shop Scheduling System for Large-Scale Complex Products Z Liang, H Wang, J Yang Database Systems for Advanced Applications: 25th International Conference …, 2020 | | 2020 |
| IMOptimizer: An Online Interactive Parameter Optimization System Based on Big Data Z Liang, H Wang, J Li, H Gao Database Systems for Advanced Applications: DASFAA 2019 International …, 2019 | | 2019 |
