代表性学术论文(*为通讯作者)
[1]X. Liang, Z. Wang*, M. Li, C.-H. Chen, and J. Liu, “End-to-end multimodal knowledge graph construction for industrial exploded views via attention-guided expert chains,” Journal of Manufacturing Systems, vol. 84, pp. 85–99, Feb. 2026, doi: 10.1016/j.jmsy.2025.10.013.
[2]Y. Xie, J. Liu, R. Wang, Z. Wang, K. Yu, and Z. Song, “Rapid generation method of process routes based on multi-agent collaboration with LLMs,” Advanced Engineering Informatics, vol. 68, p. 103733, Nov. 2025, doi: 10.1016/j.aei.2025.103733.
[3]Z. Wang, X. Liang, M. Li, S. Li, J. Liu, L. Zheng, Towards cognitive intelligence-enabled product design: The evolution, state-of-the-art, and future of AI-enabled product design, Journal of Industrial Information Integration 43 (2025) 100759. https://doi.org/10.1016/j.jii.2024.100759. (SCI IF: 11.6, JCR Q1)
[4]Z. Wang, Z. Yan, S. Li, J. Liu, IndVisSGG: VLM-based scene graph generation for industrial spatial intelligence, Advanced Engineering Informatics 65 (2025) 103107. https://doi.org/10.1016/j.aei.2024.103107. (SCI IF: 9.9, JCR Q1)
[5]X. Liang, Z. Wang*, J. Liu, A survey of large language model-augmented knowledge graphs for advanced complex product design, Journal of Manufacturing Systems 80 (2025) 883–901. https://doi.org/10.1016/j.jmsy.2025.04.016. (SCI IF: 14.2, JCR Q1)
[6]M. Li, Z. Wang*, F. Li, J. Liu, A multi-task engineering design intention recognition approach based on Vision Transformer and EEG data, Advanced Engineering Informatics 65 (2025) 103353. https://doi.org/10.1016/j.aei.2025.103353. (SCI IF: 9.9, JCR Q1)
[7]S. Li, Z. Yan, Z. Wang*, Y. Gao, VLM-MSGraph: Vision Language Model-enabled Multi-hierarchical Scene Graph for robotic assembly, Robotics and Computer-Integrated Manufacturing 94 (2025) 102978. https://doi.org/10.1016/j.rcim.2025.102978. (SCI IF: 11.4, JCR Q1)
[8]X. Liang, Z. Wang*, J. Liu, Towards a self-cognitive complex product design system: A fine-grained multi-modal feature recognition and semantic understanding approach using large language models in mechanical engineering, Advanced Engineering Informatics 65 (2025) 103265. https://doi.org/10.1016/j.aei.2025.103265. (SCI IF: 9.9, JCR Q1)
[9]王佐旭, 王鑫, 孟爽, 郑联语. 知识-用户行为驱动的飞机工装设计知识推送方法[J]. 航空学报, 2025, 46(9): 300-318.( 本人标注: 唯一第一作者 )
[10]王佐旭,李明睿, 张牧野, 刘继红. 基于少样本特征提取与互引网络的产品专利知识挖掘与专利推荐方法[J/OL]. 机械工程学报, 2025[2025-06-14]. ( 本人标注: 唯一第一作者 )