2 papers
cs.CR2026
How Code Representation Shapes False-Positive Dynamics in Cross-Language LLM Vulnerability Detection
Maofei Chen, Laifu Wang, Yue Qin +3
How code representation format shapes false positive behaviour in cross-language LLM vulnerability detection remains poorly understood. We systematically vary training intensity an…
cs.AI2025
FlowAgent: Achieving Compliance and Flexibility for Workflow Agents
Yuchen Shi, Siqi Cai, Zihan Xu +7
The integration of workflows with large language models (LLMs) enables LLM-based agents to execute predefined procedures, enhancing automation in real-world applications. Tradition…