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Home/Authors/Donghwan Shin

Donghwan Shin

1 indexed paper

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Publications per year

1
26

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Software Eng.×1

Frequent co-authors

Eunho Cho1×
In-Young Ko1×

Research Timeline

2026
Evolution-Aware Regression Test Prioritization of ML-Enabled Systems Using Gradient-Based Behavior Vectors

The paper introduces Gradient-based Behavior Vector-Parameter Delta (GBV-PD), an approach for evolution-aware regression test prioritization in ML-enabled systems using gradient-based behavior vectors.

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Papers

cs.SEEmpiricalRecentJun 26, 2026

Evolution-Aware Regression Test Prioritization of ML-Enabled Systems Using Gradient-Based Behavior Vectors

Eunho Cho, Donghwan Shin, In-Young Ko

The paper introduces Gradient-based Behavior Vector-Parameter Delta (GBV-PD), an approach for evolution-aware regression test prioritization in ML-enabled systems using gradient-based behavior vectors…

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