| Mechanical fault diagnosis and prediction in IoT based on multi-source sensing data fusion M Huang, Z Liu, Y Tao Simulation Modelling Practice and Theory 102, 101981, 2020 | 164 | 2020 |
| A survey on time-series pre-trained models Q Ma, Z Liu, Z Zheng, Z Huang, S Zhu, Z Yu, JT Kwok IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 | 56 | 2024 |
| Research on mechanical fault prediction method based on multifeature fusion of vibration sensing data M Huang, Z Liu Sensors 20 (1), 6, 2019 | 30 | 2019 |
| Temporal-frequency co-training for time series semi-supervised learning Z Liu, Q Ma, P Ma, L Wang Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 8923-8931, 2023 | 22 | 2023 |
| Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer J Zheng, Q Ma, Z Liu, B Wu, H Feng arXiv preprint arXiv:2401.09181, 2024 | 14 | 2024 |
| Diffusion language-shapelets for semi-supervised time-series classification Z Liu, W Pei, D Lan, Q Ma Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14079 …, 2024 | 11 | 2024 |
| CTW: Confident Time-Warping for Time-Series Label-Noise Learning P Ma, Z Liu, J Zheng, L Wang, Q Ma International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023 | 8 | 2023 |
| Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels Z Liu, P Ma, D Chen, W Pei, Q Ma 37th Conference on Neural Information Processing Systems (NeurIPS 2023), 2023 | 5 | 2023 |
| Meta-Stock: Task-Difficulty-Adaptive Meta-learning for Sub-new Stock Price Prediction L Wang, Z Liu, P Ma, Q Ma arXiv preprint arXiv:2308.11117, 2023 | 5 | 2023 |
| Incremental Sequence Labeling: A Tale of Two Shifts S Qiu, J Zheng, Z Liu, Y Luo, Q Ma ACL 2024 (Findings), 2024 | 4 | 2024 |
| Electrical power edge-end interaction modeling with time series label noise learning Z Wang, M Zhou, Y Zhao, F Zhang, J Wang, B Qian, Z Liu, P Ma, Q Ma Electronics 12 (18), 3987, 2023 | 3 | 2023 |
| Category-aware optimal transport for incomplete data classification Z Liu, C Chen, Q Ma Information Sciences 634, 443-476, 2023 | 3 | 2023 |
| Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series Y Luo, Z Liu, L Wang, B Wu, J Zheng, Q Ma 38th Conference on Neural Information Processing Systems (NeurIPS 2024), 2024 | 1 | 2024 |
Qianli MaProfessor of South China University of TechnologyVerifierad e-postadress på scut.edu.cn
