@article{article, title  = {{A Sparse Transformer-Enhanced Graph Convolutional Model for Robust Node Importance Ranking in Complex Networks}},

 publisher = {{Institute of Electrical and Electronics Engineers (IEEE)}},

 url = {{https://doi.org/10.1109/tnse.2025.3614439 }},

 year = {{2025}},

 month = {{9}},

 author = {{Huang R and Zhou S and Li P and Yang K and Chen Z and He J and Chu X and Zhou Z and Zhai G}},

 doi = {{10.1109/tnse.2025.3614439}},

 journal = {{IEEE Transactions on Network Science and Engineering}},

 pages = {{1-21}},

 note = {{Accessed on 2025/10/23}}}