Author

Zi-Jian Luo

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#artificial intelligence Preprint Sep 2026

WaveletECO: A Closed-Loop Physical ECO Platform and a Specialized Local Language Model

WaveletECO, which integrates a closed-loop execution platform with large language models to enable agents to execute ECO decisions effectively, is proposed, and results show that specialized model training supports effective, low-cost multi-round ECO repair, with repair quality retained under INT8 quantization.

Guo-Xiang Xu, Guo-Zhen Ji, Zi-Jian Luo et al. · 0 citations

Preprint Aug 2026

Update from Hell: Can Coding Agents Survive Hidden Breakage in Dependency Upgrades?

Evaluating mainstream coding agents on DEPBENCH, a benchmark consisting of 203 real-world dependency-upgrade tasks across five package ecosystems spanning five language communities, each involving hidden code-level changes that require source code adaptation.

Zi-Jian Luo, Runzhi He, Peng-Fei Gao et al. · 0 citations