Zhi-Xing Chang
Publications by Year
Research Areas
Complex Network Analysis Techniques, Intellectual Property and Patents, Topic Modeling, Innovation Diffusion and Forecasting, Technology and Data Analysis
Most-Cited Works
- → Forecasting and analyzing technology development trends with self-attention and frequency enhanced LSTM(2024)17 cited
- → A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system(2024)10 cited
- → A framework for technology opportunity discovery using GAT-based link prediction and network analysis(2025)8 cited
- → Automated Identification and Representation of System Requirements Based on Large Language Models and Knowledge Graphs(2025)5 cited
- → Dynamic evolution of brain structural patterns in liver transplantation recipients: a longitudinal study based on 3D convolutional neuronal network model(2023)4 cited
- → A Generation Framework of Conceptual Solutions Integrating Link Prediction and Large Language Model(2025)2 cited