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Author

Hui-Lin Xu

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Open access 2026

Open-Vocabulary Forgetting in the Downstream Adaptation of Remote Sensing Vision–Language Detectors

Open-vocabulary detectors pretrained on remote sensing imagery can be queried with free-form category names instead of a fixed taxonomy. In practice, they reach applications through fine-tuning on small, specialized target datasets, and standard evaluation reports only target-dataset accuracy, so any loss of the pretra...

Le-Fan Wang, Yuan-Rong He, Hui-Lin Xu et al. · 0 citations
Open access Sep 2026

Tn5-EGIM: efficient Tn5 transposon mutagenesis to identify non-essential bacteriophage genes for genome minimization and engineering

Generating high‑quality mutant libraries is a powerful strategy for systematic analysis of gene essentiality and function. However, current genomic tools perform poorly for bacteriophages (phages) due to a lack of efficient selectable markers. Here we show a Tn5 -mediated e ssential g ene i nsertion m uta...

Hai-Lin Zhang, Jia-Hui Sun, Hui-Lin Xu et al. · 0 citations

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