4 citations · 6 across the 12 of their papers we have counts for
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cs.SE2026
Veritas: Grounding LLM Agents for Reliable Vulnerability Reasoning over Stripped Binaries
Xinran Zheng, Alfredo Pesoli, Marco Valleri +2
Frontier LLM agents are increasingly capable of localizing suspicious code, but vulnerability reasoning requires more than access to program artifacts. An agent must carry forward…
cs.SE2025
Learning to Focus: Context Extraction for Efficient Code Vulnerability Detection with Language Models
Xinran Zheng, Xingzhi Qian, Huichi Zhou +4
Language models (LMs) show promise for vulnerability detection but struggle with long, real-world code due to sparse and uncertain vulnerability locations. These issues, exacerbate…