Author

Jun-Chi Liu

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Open access Aug 2026

Large-scale mitochondrial DNA analysis unravels the global invasion patterns of Pomacea snails (Gastropoda, Caenogastropoda, Ampullariidae)

Invasive apple snails ( Pomacea spp.) have caused severe ecological and agricultural damage globally. Revealing their invasion history and genetic background is critical for effective management; however, traditional single-locus markers often provide insufficient resolution for deciphering complex dispersal routes...

Jiale Fan, Yue Ma, Yanling Xia et al. · NeoBiota · 0 citations

Preprint Aug 2026

Rethinking Automated Program Repair: The Impact of Bug Complexity, Fault Localization, and LLM Cost-efficiency

A comprehensive empirical analysis of LLM-based APR techniques, focusing on how repair performance is shaped by bug complexity, fault localization, reasoning settings, and costs, reveals a nontrivial trade-off between repair effectiveness and computational cost.

Junchi Liu, Ali Bigdeli, Roya Daneshi et al. · 1 citation