Evolution analysis of cross-domain collaborative research topic: a case study of cognitive-based product conceptual design. - Yuanrong Zhang; Wei Guo 032; Jian Ma; Zhong-Lin Fu; Zhixing Chang; Lei Wang 189 (Scientometrics, 2023)

From technology opportunities to solutions generation via patent analysis: Application of machine learning-based link prediction. - Ziliang Wang; Wei Guo 032; Hongyu Shao; Lei Wang 189; Zhixing Chang; Yuanrong Zhang; Zhenghong Liu (Adv. Eng. Informatics, 2024)

User requirement modeling and evolutionary analysis based on review data: Supporting the design upgrade of product attributes. - Yuanrong Zhang; Wei Guo 032; Zhixing Chang; Jian Ma; Zhong-Lin Fu; Lei Wang 189; Hongyu Shao (Adv. Eng. Informatics, 2024)

A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system. - Zhixing Chang; Wei Guo 032; Lei Wang 189; Zhong-Lin Fu; Jian Ma; Guan-Wei Zhang; Ziliang Wang (Expert Syst. Appl., 2024)

A framework for technology opportunity discovery using GAT-based link prediction and network analysis. - Zhixing Chang; Wei Guo 032; Hong-yu Shao; Lei Wang 189; Zi-Liang Wang; Yuan-Rong Zhang (Adv. Eng. Informatics, 2025)

Forecasting and analyzing technology development trends with self-attention and frequency enhanced LSTM. - Zhixing Chang; Wei Guo; Lei Wang; Hongyu Shao; Yuan-Rong Zhang; Zheng-Hong Liu (Adv. Eng. Informatics, 2025)