| Auto-CASH: A meta-learning embedding approach for autonomous classification algorithm selection T Mu, H Wang, C Wang, Z Liang, X Shao Information Sciences 591, 344-364, 2022 | 19 | 2022 |
| Industrial time series determinative anomaly detection based on constraint hypergraph Z Liang, H Wang, X Ding, T Mu Knowledge-Based Systems 233, 107548, 2021 | 19 | 2021 |
| Contrastive shapelet learning for unsupervised multivariate time series representation learning Z Liang, J Zhang, C Liang, H Wang, Z Liang, L Pan arXiv preprint arXiv:2305.18888, 2023 | 14 | 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 | 4 | 2023 |
| 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 | 2 | 2023 |
| UniTS: A Universal Time Series Analysis Framework Powered by Self-Supervised Representation Learning Z Liang, C Liang, Z Liang, H Wang, B Zheng Companion of the 2024 International Conference on Management of Data, 480-483, 2024 | 1 | 2024 |
| 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 | 1 | 2024 |
| 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 |
| 预训练语言模型实体匹配的可解释性 梁峥， 王宏志， 戴加佳， 邵心玥， 丁小欧， 穆添愉 软件学报 34 (3), 1087-1108, 2022 | 1 | 2022 |
| Time Series Data Quality Enhancing Based on Pattern Alignment J Huang, H Chen, H Wang, J Feng, L Peng, Z Liang, H Wang, T Fan, T Yu International Conference on Database Systems for Advanced Applications, 363-375, 2022 | 1 | 2022 |
| Auto-CASH: Autonomous Classification Algorithm Selection with Deep Q-Network T Mu, H Wang, C Wang, Z Liang arXiv preprint arXiv:2007.03254, 2020 | 1 | 2020 |
| FedDict: Towards Practical Federated Dictionary-based Time Series Classification Z Liang, Z Liang, H Wang, B Zheng IEEE Transactions on Knowledge and Data Engineering, 2025 | | 2025 |
| Exploring Data and Knowledge combined Anomaly Explanation of Multivariate Industrial Data X Ding, H Wang, C Wang, Z Li, Z Liang arXiv preprint arXiv:2101.01363, 2021 | | 2021 |
Hongzhi Wang (王宏志)Harbin Intitute of TechnologyVerified email at hit.edu.cn