Mingrui Li

Towards cognitive intelligence-enabled product design: The evolution, state-of-the-art, and future of AI-enabled product design

Zuoxu Wang, Xinxin Liang, Mingrui Li et al. · Journal of Industrial Information Integration · 2024 · 46 citations

Industrial Design, Cognitive Science, Cognitive Automation +12

A survey of LLM-augmented knowledge graph construction and application in complex product design

Xinxin Liang, Zuoxu Wang, Mingrui Li et al. · Procedia CIRP · 2024 · 18 citations · Full text

Promoting knowledge recommendation in innovative engineering design: a BERT-GAT-based patent representation learning approach

Mingrui Li, Zuoxu Wang, Zhijie Yan et al. · Journal of Engineering Design · 2024 · 16 citations

Artificial Intelligence, Engineering, Machine Learning +23

Multi-modal online review driven product improvement design based on scientific effects knowledge graph

Ruiwen Wang, Jihong Liu, Mingrui Li et al. · Journal of Engineering Design · 2024 · 13 citations

Multimodal Sentiment Analysis, Corpus Linguistics, Social Sciences +18