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Shin Yoo
Publications
- 2023
- [j29]Jeongju Sohn, Sungmin Kang, Shin Yoo:
Arachne: Search-Based Repair of Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 32(4): 85:1-85:26 (2023) - [c77]Sungmin Kang, Shin Yoo:
Towards Objective-Tailored Genetic Improvement Through Large Language Models. GI 2023: 19-20 - [c76]Sungmin Kang, Shin Yoo:
GLAD: Neural Predicate Synthesis to Repair Omission Faults. ICSE Companion 2023: 320-321 - [c74]Sungmin Kang, Juyeon Yoon, Shin Yoo:
Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction. ICSE 2023: 2312-2323 - [c71]Sungmin Kang, Wonkeun Choi, Shin Yoo:
A Bayesian Framework for Automated Debugging. ISSTA 2023: 880-891 - [c70]Robert Feldt, Sungmin Kang, Juyeon Yoon, Shin Yoo:
Towards Autonomous Testing Agents via Conversational Large Language Models. ASE 2023: 1688-1693 - [i31]Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou:
Explainable Automated Debugging via Large Language Model-driven Scientific Debugging. CoRR abs/2304.02195 (2023) - [i30]Sungmin Kang, Shin Yoo:
Towards Objective-Tailored Genetic Improvement Through Large Language Models. CoRR abs/2304.09386 (2023) - [i28]Robert Feldt, Sungmin Kang, Juyeon Yoon, Shin Yoo:
Towards Autonomous Testing Agents via Conversational Large Language Models. CoRR abs/2306.05152 (2023) - [i27]Sungmin Kang, Gabin An, Shin Yoo:
A Preliminary Evaluation of LLM-Based Fault Localization. CoRR abs/2308.05487 (2023) - [i24]Jae Yong Lee, Sungmin Kang, Juyeon Yoon, Shin Yoo:
The GitHub Recent Bugs Dataset for Evaluating LLM-based Debugging Applications. CoRR abs/2310.13229 (2023) - [i23]Sungmin Kang, Juyeon Yoon, Nargiz Askarbekkyzy, Shin Yoo:
Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction. CoRR abs/2311.04532 (2023) - 2022
- [c67]Sungmin Kang, Shin Yoo:
Language Models Can Prioritize Patches for Practical Program Patching. APR@ICSE 2022: 8-15 - [i21]Sungmin Kang, Shin Yoo:
GLAD: Neural Predicate Synthesis to Repair Omission Faults. CoRR abs/2204.06771 (2022) - [i20]Sungmin Kang, Juyeon Yoon, Shin Yoo:
Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction. CoRR abs/2209.11515 (2022) - [i18]Sungmin Kang, Wonkeun Choi, Shin Yoo:
A Bayesian Framework for Automated Debugging. CoRR abs/2212.13773 (2022) - 2020
- [c50]Sungmin Kang, Robert Feldt, Shin Yoo:
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation. ICSE (Workshops) 2020: 521-528 - [i10]Sungmin Kang, Robert Feldt, Shin Yoo:
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation. CoRR abs/2005.09296 (2020) - 2019
- [i6]Jeongju Sohn, Sungmin Kang, Shin Yoo:
Search Based Repair of Deep Neural Networks. CoRR abs/1912.12463 (2019)
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