Xinyu Li

Orcid: 0000-0002-4117-9698

Affiliations:
  • 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 24 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

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

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
Long-term knowledge evolution modeling for empirical engineering knowledge.
Adv. Eng. Informatics, 2017

2015
Modeling knowledge need awareness using the problematic situations elicited from questions and answers.
Knowl. Based Syst., 2015


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