41 citations · 44 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
The Role of Transformer Models in Advancing Blockchain Technology: A Systematic Survey
Tianxu Liu, Yanbin Wang, Jianguo Sun +5
As blockchain technology rapidly evolves, the demand for enhanced efficiency, security, and scalability grows.Transformer models, as powerful deep learning architectures,have shown…
cs.CR2024★ 41 cited
Vul-LMGNNs: Fusing language models and online-distilled graph neural networks for code vulnerability detection
Ruitong Liu, Yanbin Wang, Haitao Xu +4
Code Language Models (codeLMs) and Graph Neural Networks (GNNs) are widely used in code vulnerability detection. However, GNNs often rely on aggregating information from adjacent n…
cs.CR2024★ 2 cited
Continuous Multi-Task Pre-training for Malicious URL Detection and Webpage Classification
Yujie Li, Yiwei Liu, Peiyue Li +2
Malicious URL detection and webpage classification are critical tasks in cybersecurity and information management. In recent years, extensive research has explored using BERT or si…