| Towards Self-X cognitive manufacturing network: An industrial knowledge graph-based multi-agent reinforcement learning approach P Zheng, L Xia, C Li, X Li, B Liu Journal of Manufacturing Systems 61, 16-26, 2021 | 158 | 2021 |
| Toward cognitive predictive maintenance: A survey of graph-based approaches L Xia, P Zheng, X Li, RX Gao, L Wang Journal of Manufacturing Systems 64, 107-120, 2022 | 105 | 2022 |
| Maintenance planning recommendation of complex industrial equipment based on knowledge graph and graph neural network L Xia, Y Liang, J Leng, P Zheng Reliability Engineering & System Safety 232, 109068, 2023 | 75 | 2023 |
| A visual reasoning-based approach for mutual-cognitive human-robot collaboration P Zheng, S Li, L Xia, L Wang, A Nassehi CIRP annals 71 (1), 377-380, 2022 | 66 | 2022 |
| A novel hypergraph convolution network-based approach for predicting the material removal rate in chemical mechanical planarization L Xia, P Zheng, X Huang, C Liu Journal of Intelligent Manufacturing 33 (8), 2295-2306, 2022 | 52 | 2022 |
| Transformer-based hierarchical latent space VAE for interpretable remaining useful life prediction T Jing, P Zheng, L Xia, T Liu Advanced Engineering Informatics 54, 101781, 2022 | 51 | 2022 |
| Residual-hypergraph convolution network: A model-based and data-driven integrated approach for fault diagnosis in complex equipment L Xia, Y Liang, P Zheng, X Huang IEEE Transactions on Instrumentation and Measurement 72, 1-11, 2022 | 38 | 2022 |
| Leveraging error-assisted fine-tuning large language models for manufacturing excellence L Xia, C Li, C Zhang, S Liu, P Zheng Robotics and Computer-Integrated Manufacturing 88, 102728, 2024 | 33 | 2024 |
| A visual reasoning-based approach for driving experience improvement in the AR-assisted head-up displays Y Liang, P Zheng, L Xia Advanced Engineering Informatics 55, 101888, 2023 | 19 | 2023 |
| Privacy‐preserving gradient boosting tree: Vertical federated learning for collaborative bearing fault diagnosis L Xia, P Zheng, J Li, W Tang, X Zhang IET Collaborative Intelligent Manufacturing 4 (3), 208-219, 2022 | 19 | 2022 |
| A cyber-physical robotic mobile fulfillment system in smart manufacturing: The simulation aspect KL Keung, CKM Lee, XIA Liqiao, LIU Chao, LIU Bufan, P Ji Robotics and Computer-Integrated Manufacturing 83, 102578, 2023 | 17 | 2023 |
| A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model S Liu, P Zheng, L Xia, J Bao Advanced Engineering Informatics 57, 102115, 2023 | 15 | 2023 |
| Cross-Edge Orchestration of Serverless Functions with Probabilistic Caching C Chen, M Herrera, G Zheng, L Xia, Z Ling, J Wang IEEE Transactions on Services Computing, 2024 | 7 | 2024 |
| Histogram-Based Gradient Boosting Tree: A Federated Learning Approach for Collaborative Fault Diagnosis L Xia, P Zheng, J Li, X Huang, RX Gao IEEE/ASME Transactions on Mechatronics, 2023 | 7 | 2023 |
| Large language models for disease diagnosis: A scoping review S Zhou, Z Xu, M Zhang, C Xu, Y Guo, Z Zhan, S Ding, J Wang, K Xu, ... arXiv preprint arXiv:2409.00097, 2024 | 5 | 2024 |
| A knowledge graph-based link prediction for interpretable maintenance planning in complex equipment L Xia, P Zheng, S Li, P Lyu, CKM Lee, J Zhou, K Wang 2022 13th International Conference on Reliability, Maintainability, and …, 2022 | 5 | 2022 |
| A systematic graph-based methodology for cognitive predictive maintenance of complex engineering equipment L Xia Hong Kong Polytechnic University, 2024 | 4 | 2024 |
| Towards Mutual-Cognitive Human-Robot Collaboration: A Zero-Shot Visual Reasoning Method S Li, P Zheng, L Xia, XV Wang, L Wang 2023 IEEE 19th International Conference on Automation Science and …, 2023 | 4 | 2023 |
| A shortest path graph attention network and non-traditional multi-deep layouts in robotic mobile fulfillment system KL Keung, L Xia, CKM Lee, CY Leung 2022 IEEE International Conference on Industrial Engineering and Engineering …, 2022 | 4 | 2022 |
| Predicting the material removal rate in chemical mechanical planarization process: A hypergraph neural network-based approach L Xia, P Zheng, C Liu International Design Engineering Technical Conferences and Computers and …, 2021 | 4 | 2021 |
Pai Zheng (郑湃)Associate Professor@The Hong Kong Polytechnic UniversityAdresse e-mail validée de polyu.edu.hk