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Liqiao Xia
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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
1172021
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
632022
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
422022
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
422022
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
402023
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
282022
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
232022
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
112023
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
92023
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
92022
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
32023
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
32022
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
32022
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
32021
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
12024
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
12023
A Novel Fault Diagnosis Method Based on Feature Fusion and Model Agnostic Meta-Learning
P Lyu, X Li, W Yu, L Xia, C Liu
2023 IEEE 19th International Conference on Automation Science and …, 2023
12023
Establishing a dynamic and static knowledge model of the manufacturing cell management system: An active push approach
Q Lin, P Zheng, Y Zhang, L Xia, Z Zhang, J Liang
Expert Systems with Applications 243, 122713, 2024
2024
GPB and BAC: two novel models towards building an intelligent motor fault maintenance question answering system
P Lyu, J Fu, C Liu, W Yu, L Xia
Journal of Engineering Design, 1-21, 2024
2024
A systematic graph-based methodology for cognitive predictive maintenance of complex engineering equipment
L Xia
Hong Kong Polytechnic University, 2024
2024
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