Author

Mingxi Ye

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#small language model Preprint Oct 2026

HarnessSecurity-Bench: Do Security Mechanisms Really Protect Coding Agent Harnesses?

This work presents HarnessSecurity, the first systematic empirical study and benchmark of open- and closed-source coding agent harnesses, and derives a ten-mechanism taxonomy and assesses 400 harness-mechanism cells using independent ratings by researchers and large language model judges.

Zheng-Yang Zhu, Li-Ming Huang, Run-Min Ji et al. · 0 citations

Jul 2026

PolyUQuest: Verifiable Structure-Aware Web RAG over Heterogeneous Graphs

PolyUQuest is presented, a verifiable, structure-aware web RAG framework built on a heterogeneous graph that unifies hyperlink topology between pages, DOM hierarchy within pages, and entity-relation knowledge across pages.

Ying Liu, Yingzi Ye, Quan Feng et al. · arXiv.org · 0 citations