2 papers
cs.SE2026
FusionVul: A Multimodal Feature Fusion Framework for Source Code Vulnerability Detection
Hongyu Yang, Yaping Zhu, Jingchuan Luo +3
Source code vulnerability detection remains a long-standing challenge due to the increasing scale, structural complexity, and semantic diversity of modern codebases. Conventional s…
cs.LG2026
A Cross-graph Tuning-free GNN Prompting Framework
Yaqi Chen, Shixun Huang, Ryan Twemlow +6
GNN prompting aims to adapt models across tasks and graphs without requiring extensive retraining. However, most existing graph prompt methods still require task-specific parameter…