| A comparative study of the data-driven day-ahead hourly provincial load forecasting methods: From classical data mining to deep learning X Liu, Z Zhang, Z Song Renewable and Sustainable Energy Reviews 119, 109632, 2020 | 82 | 2020 |
| Short-term predictions of multiple wind turbine power outputs based on deep neural networks with transfer learning X Liu, Z Cao, Z Zhang Energy 217, 119356, 2021 | 67 | 2021 |
| Short-term multi-step ahead wind power predictions based on a novel deep convolutional recurrent network method X Liu, L Yang, Z Zhang IEEE Transactions on Sustainable Energy 12 (3), 1820-1833, 2021 | 52 | 2021 |
| A Two-stage Deep Autoencoder-based Missing Data Imputation Method for Wind Farm SCADA Data X Liu, Z Zhang IEEE Sensors Journal 21 (9), 10933 - 10945, 2021 | 43 | 2021 |
| The attention-assisted ordinary differential equation networks for short-term probabilistic wind power predictions X Liu, L Yang, Z Zhang Applied Energy 324 (119794), 2022 | 28 | 2022 |
| A GCN-based adaptive generative adversarial network model for short-term wind speed scenario prediction X Liu, J Yu, L Gong, M Liu, X Xiang Energy, 2024 | 12 | 2024 |
| A statistical learning framework for the intelligent imputation of offshore wind farm missing SCADA data X Liu, Z Zheng, Z Zhang, Z Cao 8th Renewable Power Generation Conference (RPG 2019), 1-4, 2019 | 6 | 2019 |
| Real-time AGV scheduling optimisation method with deep reinforcement learning for energy-efficiency in the container terminal yard L Gong, Z Huang, X Xiang, X Liu International Journal of Production Research, 1-21, 2024 | 5 | 2024 |
| A data-driven model assisted hybrid genetic algorithm for a two-dimensional shelf space allocation problem L Zheng, X Liu, F Wu, Z Zhang Swarm and Evolutionary Computation 77, 101251, 2023 | 5 | 2023 |
| 基于装备体系韧性的作战网络链路重要度评估及恢复策略 徐任杰， 宫琳， 谢剑， 刘欣， 杨克巍 Systems Engineering & Electronics 45 (1), 2023 | 3 | 2023 |
| An evaluation method of contribution rate based on fuzzy Bayesian networks for equipment system-of-systems architecture R Xu, X Liu, D Cui, J Xie, L Gong Journal of Systems Engineering and Electronics 34 (3), 574-587, 2023 | 2 | 2023 |
| Integrated optimization of vessel dispatching and empty container repositioning considering turnover time uncertainty X Xiang, Z Wang, L Gong, S Jia, X Liu, M Liu Computers & Industrial Engineering 197, 110566, 2024 | 1 | 2024 |
| Deep graph temporal convolutional neural networks for short-term wind speed prediction J Yu, X Liu, L Gong, M Liu, X Xiang, J Xie, Y Zhang 2024 4th International Conference on Neural Networks, Information and …, 2024 | 1 | 2024 |
| Intelligent color scheme generation for web interface color design based on knowledge − data fusion method X Liu, Z Yang, L Gong, M Liu, X Xiang, Z Mo Advanced Engineering Informatics 65 (103105), 2025 | | 2025 |
| An innovative framework for optimizing discrete berth allocation and quay crane assignment problems X Xiang, X Chang, L Gong, X Liu Computers & Industrial Engineering 200 (110827), 2025 | | 2025 |
| 面向群智设计的跨领域知识激励创意生成方法 宫琳， 刘海渤， 章献鹏， 刘欣 包装工程 45 (24), 22-30, 2024 | | 2024 |
| A Design Knowledge Transfer Method Based on Cross-Domain Knowledge Network H Liu, L Gong, X Zhang, X Liu, Z Mo, H Cui 2024 2nd International Conference on Design Science (ICDS), 1-6, 2024 | | 2024 |
| A short-term wind power probability prediction method based on soft clustering and similarity measurement Z Liu, X Liu, L Gong, M Liu, X Xiang, J Xie, Y Zhang Fourth International Conference on Mechanical, Electronics, and Electrical …, 2024 | | 2024 |
| 风电的数字孪生模型使用与组合策略 刘欣， 赵锡睿， 宫琳， 刘敏霞， 项溪， 谢剑 科技创新与应用 32, 14-17, 2023 | | 2023 |
| ConceptTM: Concept Topic Model for Engineering Design L Gong, Z Huang, M Zhu, X Liu, Z Mo, J Hou 2023 IEEE 18th Conference on Industrial Electronics and Applications (ICIEA …, 2023 | | 2023 |
Zijun ZhangProfessor, Department of Data Science, City University of Hong KongVerified email at cityu.edu.hk