Pulications
2022
A knowledge extraction framework for domain-specific application with simplified pre-trained language model and attention-based feature extractor Journal Article
In: Service Oriented Computing and Applications, pp. 1–11, 2022.
A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports Journal Article
In: Service Oriented Computing and Applications, pp. 1–11, 2022.
Industrial IoT-Enabled Prediction Interval Estimation of Mechanical Performances for Hot-Rolling Steel Journal Article
In: IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–10, 2022.
Non-revisiting genetic cost-sensitive sparse autoencoder for imbalanced fault diagnosis Journal Article
In: Applied Soft Computing, vol. 114, pp. 108138, 2022.
Open-Set Fault Diagnosis via Supervised Contrastive Learning with Negative Out-of-Distribution Data Augmentation Journal Article
In: IEEE Transactions on Industrial Informatics, 2022.
Progressively balanced supervised contrastive representation learning for long-tailed fault diagnosis Journal Article
In: IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1–12, 2022.
Sim2real kinematics modeling of industrial robots based on FPGA-acceleration Journal Article
In: Robotics and Computer-Integrated Manufacturing, vol. 77, pp. 102350, 2022.
Towards robust and understandable fault detection and diagnosis using denoising sparse autoencoder and smooth integrated gradients Journal Article
In: ISA transactions, vol. 125, pp. 371–383, 2022.
A Profiling and Query Platform for Research Management Based on Knowledge Graph Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 822–827, IEEE 2022.
Cyber-Physical System Enabled Path Planning Simulation for Collaborative Industrial Robots Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 711–716, IEEE 2022.
Enabling Improved Learning Capability of Industrial Robots with Knowledge Graph Towards Intelligent Digital Twins Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 599–604, IEEE 2022.
Imbalanced Fault Diagnosis by Supervised Contrastive Learning Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 689–692, IEEE 2022.
Knowledge Mining Based Collaborative Framework for Manufacturing Value Chains Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 847–854, IEEE 2022.
Representation and Extraction of Physics Knowledge Based on Knowledge Graph and Embedding-Combined Text Classification for Cooperative Learning Inproceedings
In: 2022 IEEE 25th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 1053–1058, IEEE 2022.
Signature Detection, Restoration, and Verification: A Novel Chinese Document Signature Forgery Detection Benchmark Inproceedings
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 5163–5172, 2022.
2021
Score of Token Distribution: An Algorithm for Token Imbalance Evaluation in NMT Corpus Inproceedings
In: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), Punta Cana, Dominican Republic, 2021.
A C-RFBS model for the efficient construction and reuse of interpretable design knowledge records across knowledge networks Journal Article
In: Systems Science & Control Engineering, vol. 9, no. 1, pp. 497–513, 2021.
Dynamic multimode process monitoring using recursive GMM and KPCA in a hot rolling mill process Journal Article
In: Systems Science & Control Engineering, vol. 9, no. 1, pp. 592–601, 2021.
A Framework for Effective Knowledge Extraction from A Data Space Formed by Unstructured Technical Reports using Pre-trained Models Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 120–125, IEEE 2021.
A Knowledge Management Framework for Vehicle Hazard Analysis Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 165–169, IEEE 2021.
Constructing digital twin for smart manufacturing Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 638–642, IEEE 2021.
Imbalanced fault diagnosis based on particle swarm optimization and sparse auto-encoder Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 210–213, IEEE 2021.
Knowledge Base Question Answering for Intelligent Maintenance of Power Plants Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 626–631, IEEE 2021.
Knowledge Graph Construction and Decision Support Towards Transformer Fault Maintenance Inproceedings
In: 2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 661–666, IEEE 2021.
Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model Inproceedings
In: 2021 IEEE International Conference on e-Business Engineering (ICEBE), pp. 126–133, IEEE 2021.
2020
Design of Bamboo-Steel Hybrid Spacial Truss Roof for a Utility Facility Inproceedings
In: The 2020 Structures Congress (Structures20), IASEM 2020.
General Parametric Glubam Spherical Grid Shell Design Approach Inproceedings
In: The 2020 Structures Congress (Structures20), IASEM 2020.
Utilization of 3d Printing for Concrete Dragon Boat Model Inproceedings
In: The 2020 Structures Congress (Structures20), IASEM 2020.
A learning-based multiscale modelling approach to real-time serial manipulator kinematics simulation Journal Article
In: Neurocomputing, vol. 390, pp. 280–293, 2020.
Cost sensitive active learning using bidirectional gated recurrent neural networks for imbalanced fault diagnosis Journal Article
In: Neurocomputing, vol. 407, pp. 232–245, 2020.
Understanding the information needs and information-seeking behaviours of new-generation engineering designers for effective knowledge management Journal Article
In: Aslib Journal of Information Management, 2020.
Imbalanced process fault diagnosis using enhanced auxiliary classifier gan Inproceedings
In: 2020 Chinese Automation Congress (CAC), pp. 313–316, IEEE 2020.
Pixel histogram based background modeling for moving target detection Inproceedings
In: 2020 International Symposium on Community-centric Systems (CcS), pp. 1–4, IEEE 2020.
2019
A heuristic algorithm for optimal service composition in complex manufacturing networks Journal Article
In: Complexity, vol. 2019, 2019.
A hypernetwork-based approach to collaborative retrieval and reasoning of engineering design knowledge Journal Article
In: Advanced Engineering Informatics, vol. 42, pp. 100956, 2019.
A regression-based collaborative filtering recommendation approach to time-stepping multi-solver co-simulation Journal Article
In: IEEE Access, vol. 7, pp. 22790–22806, 2019.
A robust and sparse process fault detection method based on RSPCA Journal Article
In: IEEE Access, vol. 7, pp. 133799–133811, 2019.
A two-stage fault tolerance method for large-scale manufacturing network Journal Article
In: IEEE Access, vol. 7, pp. 81574–81592, 2019.
Ontology-based model-driven design of distributed control applications in manufacturing systems Journal Article
In: Journal of Engineering Design, vol. 30, no. 10-12, pp. 523–562, 2019.
General parametric design of a steel-glubam hybrid space truss Incollection
In: Modern Engineered Bamboo Structures, pp. 223–229, CRC Press, 2019.
A Macro Human Resource Management Platform Enabled by Big Data Technology Inproceedings
In: UK Workshop on Computational Intelligence, pp. 433–445, Springer 2019.
An Approximation Model Based on Kernel Ridge Regression for Robot Kinematics Simulation Inproceedings
In: 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 313–318, IEEE 2019.
Interval Construction and Optimization for Mechanical Property Forecasting with Improved Neural Networks Inproceedings
In: UK Workshop on Computational Intelligence, pp. 223–234, Springer 2019.
Knowledge Graph Construction for Intelligent Analysis of Social Networking User Opinion Inproceedings
In: International Conference on e-Business Engineering, pp. 236–247, Springer 2019.
Knowledge graph construction for intelligent maintenance of power plants Inproceedings
In: International Conference on e-Business Engineering, pp. 515–526, Springer 2019.
Knowledge-based intelligent assembly of complex products in a cloud CPS-based system Inproceedings
In: 2019 IEEE 23rd International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 135–139, IEEE 2019.
Towards Intelligent Maintenance of Thermal Power Plants: A Novel Robot for Checking Water Wall Tube Inproceedings
In: International Conference on Intelligent Robotics and Applications, pp. 726–737, Springer 2019.
2018
Fault Diagnosis of Wind Turbine Gearbox Based on Historical Vibration Data Inproceedings
In: Proceedings of the 15th IEEE International Conference on E-Business Engineering (ICEBE 2018), Xi’an, China, 2018.
Decision making in multiagent systems: A survey Journal Article
In: IEEE Transactions on Cognitive and Developmental Systems, vol. 10, no. 3, pp. 514–529, 2018.
Efficient construction of the medial axis for a CAD model using parallel computing Journal Article
In: Engineering with Computers, vol. 34, no. 3, pp. 413–429, 2018.
