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Shin Yoo

University College London
H-index:39
Citation Count:8,053
Views:0

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An empirical study of fault localisation techniques for deep neural networks

深度神经网络故障定位技术的一项实证研究

Empirical Software Engineering
IF3.6
2025-06-100
OA
Nargiz Humbatova; Jinhan Kim; Gunel Jahangirova; Shin Yoo; Paolo Tonella
Explainable automated debugging via large language model-driven scientific debugging

通过大型语言模型驱动的科学调试实现可解释的自动调试

EMPIRICAL SOFTWARE ENGINEERING
IF3.6
2024-12-180
OA
Kang, Sungmin; Chen, Bei; Yoo, Shin; Lou, Jian-Guang
Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

评估用于自动和一般错误再现的各种大型语言模型

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
2024-10-010
PRE
Kang, Sungmin; Yoon, Juyeon; Askarbekkyzy, Nargiz; Yoo, Shin
Deceiving Humans and Machines Alike: Search-based Test Input Generation for DNNs Using Variational Autoencoders

欺骗人类和机器: 使用变分自编码器为dnn生成基于搜索的测试输入

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
2024-04-180
PRE
Kang, Sungmin; Feldt, Robert; Yoo, Shin
Learning test-mutant relationship for accurate fault localisation
INFORMATION AND SOFTWARE TECHNOLOGY
IF4.3
2023-10-013
OAAI
Kim, Jinhan; An, Gabin; Feldt, Robert; Yoo, Shin
Arachne: Search-Based Repair of Deep Neural Networks

Arachne: 基于搜索的深度神经网络修复

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
2023-05-2720
OA
Sohn, Jeongju; Kang, Sungmin; Yoo, Shin
Evaluating Surprise Adequacy for Deep Learning System Testing

评估深度学习系统测试的惊喜充分性

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
2023-03-2910
PRE
Kim, Jinhan; Feldt, Robert; Yoo, Shin
Predictive Mutation Analysis via the Natural Language Channel in Source Code
ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
2022-07-128
OA
Kim, Jinhan; Jeon, Juyoung; Hong, Shin; Yoo, Shin
Observation-based approximate dependency modeling and its use for program slicing
JOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
2021-09-016
OAAI
Lee, Seongmin; Binkley, David; Feldt, Robert; Gold, Nicolas; Yoo, Shin
Empirical Evaluation of Fault Localisation Using Code and Change Metrics
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
2021-08-0115
PREAI
Sohn, Jeongju; Yoo, Shin
Mining Fix Patterns for FindBugs Violations
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
2021-01-0192
OAAI
Liu, Kui; Kim, Dongsun; Bissyande, Tegawende F.; Yoo, Shin; Le Traon, Yves
Pandemic programming How COVID-19 affects software developers and how their organizations can help
EMPIRICAL SOFTWARE ENGINEERING
IF3.6
2020-09-14163
OAAI
Ralph, Paul; Baltes, Sebastian; Adisaputri, Gianisa; Torkar, Richard; Kovalenko, Vladimir; Kalinowski, Marcos; Novielli, Nicole; Yoo, Shin; Devroey, Xavier; Tan, Xin; Zhou, Minghui; Turhan, Burak; Hoda, Rashina; Hata, Hideaki; Robles, Gregorio; Milani Fard, Amin; Alkadhi, Rana
Evaluating lexical approximation of program dependence
JOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
2020-02-016
OAAI
Lee, Seongmin; Binkley, David; Gold, Nicolas; Islam, Syed; Krinke, Jens; Yoo, Shin
Precise Learn-to-Rank Fault Localization Using Dynamic and Static Features of Target Programs
ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
2019-10-0944
PREAI
Kim, Yunho; Mun, Seokhyeon; Yoo, Shin; Kim, Moonzoo
A comparison of tree- and line-oriented observational slicing
EMPIRICAL SOFTWARE ENGINEERING
IF3.6
2019-01-2415
OAAI
Binkley, David; Gold, Nicolas; Islam, Syed; Krinke, Jens; Yoo, Shin
A Theoretical and Empirical Study of Diversity-Aware Mutation Adequacy Criterion

多样性感知突变充分性标准的理论与实证研究

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
2018-10-0125
PREAI
Shin, Donghwan; Yoo, Shin; Bae, Doo-Hwan
Observational slicing based on visual semantics
JOURNAL OF SYSTEMS AND SOFTWARE
IF4.1
2017-07-017
PREAI
Yoo, Shin; Binkley, David; Eastman, Roger
Human Competitiveness of Genetic Programming in Spectrum-Based Fault Localisation: Theoretical and Empirical Analysis

基于频谱的故障定位中遗传编程的人类竞争力: 理论和实证分析

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY
IF6.2
2017-06-2855
PREAI
Yoo, Shin; Xie, Xiaoyuan; Kuo, Fei-Ching; Chen, Tsong Yueh; Harman, Mark
Guest editorial for special section on research in search-based software engineering
EMPIRICAL SOFTWARE ENGINEERING
IF3.6
2017-04-040
OAAI
Le Goues, Claire; Yoo, Shin
Practical Combinatorial Interaction Testing: Empirical Findings on Efficiency and Early Fault Detection

实用组合交互作用测试: 关于效率和早期故障检测的经验发现

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF5.6
2015-09-0178
OAAI
Petke, Justyna; Cohen, Myra B.; Harman, Mark; Yoo, Shin

Research Directions

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M
Mark Harman
H-index:90Papers:712Citations:3.4万
R
Robert Feldt
H-index:57Papers:436Citations:1.4万
J
Jin-Han Kim
H-index:22Papers:372Citations:2,005
S
Sungmin Kang
H-index:10Papers:38Citations:683
D
David Binkley
H-index:47Papers:229Citations:8,290
J
Jens Krinke
H-index:36Papers:153Citations:5,016
N
Nicolas Gold
H-index:23Papers:125Citations:1,809
S
Seongmin Lee
H-index:8Papers:77Citations:707
S
Syed Mohammed Shamsul Islam
H-index:25Papers:169Citations:3,696
J
Jeongju Sohn
H-index:8Papers:28Citations:412