Xinyu Li
Orcid: 0000-0002-4117-9698Affiliations:
- Donghua University, College of Mechanical Engineering, Shanghai, China
- Nanyang Technological University, Delta-NTU Corporate Laboratory for Cyber-Physical Systems, Singapore (former)
- Shanghai Jiao Tong University, China (PhD 2018)
According to our database1,
Xinyu Li authored at least 34 papers
between 2015 and 2026.
Collaborative distances:
Collaborative distances:
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Bibliography
2026
Recursive multi-modal retrieval for structured semantic trees in engineering documents.
Knowl. Based Syst., 2026
GRPO-TST: Group relative policy optimized time series tokenization for long-horizon equipment-state forecasting in continuous casting.
Expert Syst. Appl., 2026
Parsing and prioritizing users' evolving requirements with large language models: A case study in personalized rehabilitation assistive devices design.
Comput. Ind. Eng., 2026
An Agentic AI-Empowered product family configuration approach for personalizing rehabilitation assistive devices with Multi-Faceted wearing experience.
Adv. Eng. Informatics, 2026
Large language models-enhanced multi-timescale scheduling optimization in low-carbon industrial parks with multi-modal process memory.
Adv. Eng. Informatics, 2026
2025
Analysis of causes of welding defects in bridge weathering steel based on large language models.
J. Ind. Inf. Integr., 2025
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults.
Adv. Eng. Informatics, 2025
A context-aware KG-LLM collaborated conceptual design approach for personalized products: A case in lower limbs rehabilitation assistive devices.
Adv. Eng. Informatics, 2025
Multi-modal causal hypergraph reasoning for enhancing collaborative diagnosis of equipment composite failures.
Adv. Eng. Informatics, 2025
2024
A Multimodality Scene Graph Generation Approach for Robust Human-Robot Collaborative Assembly Visual Relationship Representation.
IEEE Trans. Ind. Informatics, March, 2024
CausalKGPT: Industrial structure causal knowledge-enhanced large language model for cause analysis of quality problems in aerospace product manufacturing.
Adv. Eng. Informatics, 2024
Enhancing Fault Troubleshooting through Human-Machine Collaboration: A Multi-Stage Reasoning Approach.
Proceedings of the 20th IEEE International Conference on Automation Science and Engineering, 2024
2023
Exploiting a knowledge hypergraph for modeling multi-nary relations in fault diagnosis reports.
Adv. Eng. Informatics, August, 2023
A multitask context-aware approach for design lesson-learned knowledge recommendation in collaborative product design.
J. Intell. Manuf., April, 2023
Dynamic knowledge modeling and fusion method for custom apparel production process based on knowledge graph.
Adv. Eng. Informatics, January, 2023
A bio-inspired LIDA cognitive-based Digital Twin architecture for unmanned maintenance of machine tools.
Robotics Comput. Integr. Manuf., 2023
Semantic-aware event link reasoning over industrial knowledge graph embedding time series data.
Int. J. Prod. Res., 2023
Hybrid sensing-based approach for the monitoring and maintenance of shared manufacturing resources.
Int. J. Prod. Res., 2023
Leveraging multi-modal knowledge graph for operation and maintenance knowledge management and application: a case study of bridge cranes.
Proceedings of the 4th International Conference on Machine Learning and Computer Application, 2023
2022
Leveraging on causal knowledge for enhancing the root cause analysis of equipment spot inspection failures.
Adv. Eng. Informatics, 2022
Achieving Knowledge-as-a-Service in IIoT-driven smart manufacturing: A crowdsourcing-based continuous enrichment method for Industrial Knowledge Graph.
Adv. Eng. Informatics, 2022
A knowledge graph-based data representation approach for IIoT-enabled cognitive manufacturing.
Adv. Eng. Informatics, 2022
A hypernetwork-based context-aware approach for design lesson-learned knowledge proactive feedback in design for manufacturing.
Adv. Eng. Informatics, 2022
Cognition-driven Robot Decision Making Method in Human-robot Collaboration Environment.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
2021
A context-aware diversity-oriented knowledge recommendation approach for smart engineering solution design.
Knowl. Based Syst., 2021
A graph-based context-aware requirement elicitation approach in smart product-service systems.
Int. J. Prod. Res., 2021
Exploiting knowledge graphs in industrial products and services: A survey of key aspects, challenges, and future perspectives.
Comput. Ind., 2021
Cognitive factors of the transfer of empirical engineering knowledge: A behavioral and fNIRS study.
Adv. Eng. Informatics, 2021
A heuristic optimization approach for multi-vehicle and one-cargo green transportation scheduling in shipbuilding.
Adv. Eng. Informatics, 2021
2019
A novel data-driven graph-based requirement elicitation framework in the smart product-service system context.
Adv. Eng. Informatics, 2019
Fostering the transfer of empirical engineering knowledge under technological paradigm shift: An experimental study in conceptual design.
Adv. Eng. Informatics, 2019
2018
A novel approach for analysing evolutional motivation of empirical engineering knowledge.
Int. J. Prod. Res., 2018
2017
Adv. Eng. Informatics, 2017
2015
Modeling knowledge need awareness using the problematic situations elicited from questions and answers.
Knowl. Based Syst., 2015