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Author

Yu-Qi Song

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Open access Sep 2026

GhostCell-Net: A Lightweight Deep Learning Framework with Mobile Deployment for Automated Classification of Arsenic-Exposed Cells

INTRODUCTION: Chronic arsenic exposure from contaminated drinking water remains a critical public health concern, particularly in regions that rely on private wells. Accurate assessment of the impact of arsenic on cellular morphology requires computational tools that are both effective and accessible outside centralise...

Yun-Long Li, Yu-Qi Song, Xin Zhang et al. · 0 citations
Open access Sep 2026

When Does Context Help? A Controlled Study ofLLM-Based Bug Fixing

Large language models (LLMs) have shown promise for automated program repair, but it remains unclear which debugging signals are most useful and when additional context becomes distracting, costly, or ineffective. We present a controlled empirical study of LLM-based bug fixing on FIXEVAL, comparing three model families...

Dinesh Kumar Gummadavelli, Xian-Shan Qu, Xiao-Peng Li et al. · 0 citations

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