Liqiao Xia

Towards Self-X cognitive manufacturing network: An industrial knowledge graph-based multi-agent reinforcement learning approach

Pai Zheng, Liqiao Xia, Chengxi Li et al. · Journal of Manufacturing Systems · 2021 · 189 citations · Full text

Artificial Intelligence, Engineering, Agent Decision-making +9

Toward cognitive predictive maintenance: A survey of graph-based approaches

Liqiao Xia, Pai Zheng, Xinyu Li et al. · Journal of Manufacturing Systems · 2022 · 140 citations

Cognitive Science, Engineering, Data Science +9

Maintenance planning recommendation of complex industrial equipment based on knowledge graph and graph neural network

Liqiao Xia, Yongshi Liang, Jiewu Leng et al. · Reliability Engineering & System Safety · 2022 · 123 citations

Reliability Engineering, Engineering, Maintenance Policy +12

Leveraging error-assisted fine-tuning large language models for manufacturing excellence

Liqiao Xia, Chengxi Li, Canbin Zhang et al. · Robotics and Computer-Integrated Manufacturing · 2024 · 77 citations

Natural Language Processing, Llm Fine-tuning, Engineering +2

A visual reasoning-based approach for mutual-cognitive human-robot collaboration

Pai Zheng, Shufei Li, Liqiao Xia et al. · CIRP Annals · 2022 · 75 citations · Full text

Artificial Intelligence, Visual Reasoning-based Approach, Human-robot Collaborative Assembly +16