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Ling-Xiao Jiang

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Book Open access Oct 2026

To Think or Not to Think: Evaluating LLM Reasoning and Agents in Vulnerability Detection

Large language models (LLMs) are increasingly studied for software vulnerability detection, but the benefits of recent reasoning-enabled (“thinking”) modes remain unclear. At the same time, agentic LLM designs aim to enhance analysis through structured collaboration, while practical software security workflows require...

Hua-Beng Tan, Ratnadira Widyasari, Merve Astekin et al. · 0 citations
Review Open access 2026

Anomaly Management in Unmanned Aerial Vehicles: A Systematic Literature Review

This survey presents a comprehensive review of research studies closely related to UAV anomalies published between 2015 and 2025, covering 111 papers from academic and industrial sources, and introduces a unified five-pillar taxonomy that organizes existing work across the full anomaly management lifecycle.

Ivan Tan, Christopher M. Poskitt, Ling-Xiao Jiang et al. · 0 citations

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