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Yiheng Huang, Wen Zheng, Susheng Wu, Bihuan Chen, You Lu, Zhuotong Zhou, Yiheng Cao, Xiaoyu Li, Xin Peng

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cs.SE 1

years

2026 1

verdicts

UNVERDICTED 1

representative citing papers

VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection

cs.SE · 2026-04-12 · unverdicted · novelty 5.0

VulWeaver improves Java vulnerability detection to 0.75 F1 by enhancing dependency graphs with LLM semantic fixes, extracting full context from slices plus implicit usage info, and applying type-specific meta-prompting with majority voting.

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  • VulWeaver: Weaving Broken Semantics for Grounded Vulnerability Detection cs.SE · 2026-04-12 · unverdicted · none · ref 21

    VulWeaver improves Java vulnerability detection to 0.75 F1 by enhancing dependency graphs with LLM semantic fixes, extracting full context from slices plus implicit usage info, and applying type-specific meta-prompting with majority voting.