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Wenbo Pan · Jie Xu · Qiguang Chen · Junhao Dong · Libo Qin · Xinfeng Li · Yu Haining · Xiaohua Jia
Zihan Wu · Jie Xu · Yun Peng · Chun Yong Chong · Xiaohua Jia
Large Language Models (LLMs) struggle to automate real-world vulnerability detection due to two key limitations: the heterogeneity of vulnerability patterns undermines the effectiveness of a single unified model, and manual prompt engineering for massive weakness categories is unscalable.To addre...