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Donghwan Shin

Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs

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Jan 11, 2024
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Identifying the Hazard Boundary of ML-enabled Autonomous Systems Using Cooperative Co-Evolutionary Search

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Jan 31, 2023
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Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems

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Oct 27, 2022
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Can Offline Testing of Deep Neural Networks Replace Their Online Testing?

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Jan 26, 2021
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Digital Twins Are Not Monozygotic -- Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators

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Dec 12, 2020
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Automatic Test Suite Generation for Key-points Detection DNNs Using Many-Objective Search

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Dec 11, 2020
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Comparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study

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Nov 28, 2019
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