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Xiuwen Liu
Researcher
PaperWhen Skills Don't Help: A Negative Result on Procedural Knowledge for Tool-Grounded Agents in Offensive CybersecurityAuthorship / preprint / 2026James HugglestoneCo-authorship / ResearcherChashi Mahiul IslamCo-authorship / ResearcherSamuel Jacob ChackoCo-authorship / ResearcherTopicArtificial IntelligenceWorks on / 22915 worksTopicMultiagent SystemsWorks on / 1840 worksPaperDense Embeddings Preserving the Semantic Relationships in WordNetAuthorship / preprint / 2022PaperAn Analysis on the Learning Rules of the Skip-Gram ModelAuthorship / preprint / 2020