Shin Yoo

Shin Yoo

KAIST

H-index: 38

Asia-South Korea

About Shin Yoo

Shin Yoo, With an exceptional h-index of 38 and a recent h-index of 30 (since 2020), a distinguished researcher at KAIST, specializes in the field of Software Testing, Software Engineering, Evolutionary Computation, SBSE, Genetic Improvement.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deceiving Humans and Machines Alike: Search-based Test Input Generation for DNNs Using Variational Autoencoders

CSA-Trans: Code Structure Aware Transformer for AST

Fonte: Finding Bug Inducing Commits from Failures

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

Learning test-mutant relationship for accurate fault localisation

Repairing DNN Architecture: Are We There Yet?

Large Language Models are Few-Shot Testers: Exploring LLM-based General Bug Reproduction

BUGSC++: A Highly Usable Real World Defect Benchmark for C/C+

Shin Yoo Information

University

Position

___

Citations(all)

8638

Citations(since 2020)

4982

Cited By

5408

hIndex(all)

38

hIndex(since 2020)

30

i10Index(all)

73

i10Index(since 2020)

60

Email

University Profile Page

KAIST

Google Scholar

View Google Scholar Profile

Shin Yoo Skills & Research Interests

Software Testing

Software Engineering

Evolutionary Computation

SBSE

Genetic Improvement

Top articles of Shin Yoo

Title

Journal

Author(s)

Publication Date

Deceiving Humans and Machines Alike: Search-based Test Input Generation for DNNs Using Variational Autoencoders

ACM Transactions on Software Engineering and Methodology

Sungmin Kang

Robert Feldt

Shin Yoo

2024/4/18

CSA-Trans: Code Structure Aware Transformer for AST

arXiv preprint arXiv:2404.05767

Saeyoon Oh

Shin Yoo

2024/4/7

Fonte: Finding Bug Inducing Commits from Failures

Gabin An

Jingun Hong

Naryeong Kim

Shin Yoo

2023/5/14

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

arXiv preprint arXiv:2311.04532

Sungmin Kang

Juyeon Yoon

Nargiz Askarbekkyzy

Shin Yoo

2023/11/8

Learning test-mutant relationship for accurate fault localisation

Information and Software Technology

Jinhan Kim

Gabin An

Robert Feldt

Shin Yoo

2023/10/1

Repairing DNN Architecture: Are We There Yet?

Jinhan Kim

Nargiz Humbatova

Gunel Jahangirova

Paolo Tonella

Shin Yoo

2023/1/27

Large Language Models are Few-Shot Testers: Exploring LLM-based General Bug Reproduction

Sungmin Kang

Juyeon Yoon

Shin Yoo

2023/5/14

BUGSC++: A Highly Usable Real World Defect Benchmark for C/C+

Gabin An

Minhyuk Kwon

Kyunghwa Choi

Jooyong Yi

Shin Yoo

2023/9/11

Towards Autonomous Testing Agents via Conversational Large Language Models

Robert Feldt

Sungmin Kang

Juyeon Yoon

Shin Yoo

2023/9/11

A Preliminary Evaluation of LLM-Based Fault Localization

arXiv preprint arXiv:2308.05487

Sungmin Kang

Gabin An

Shin Yoo

2023/8/10

GLAD: Neural Predicate Synthesis to Repair Omission Faults

Sungmin Kang

Shin Yoo

2023/5/14

The GitHub Recent Bugs Dataset for Evaluating LLM-based Debugging Applications

arXiv preprint arXiv:2310.13229

Jae Yong Lee

Sungmin Kang

Juyeon Yoon

Shin Yoo

2023/10/20

A Bayesian Framework for Automated Debugging

Sungmin Kang

Wonkeun Choi

Shin Yoo

2023/7/12

Just-in-Time Flaky Test Detection via Abstracted Failure Symptom Matching

arXiv preprint arXiv:2310.06298

Gabin An

Juyeon Yoon

Thomas Bach

Jingun Hong

Shin Yoo

2023/10/10

The Inversive Relationship Between Bugs and Patches: An Empirical Study

Jinhan Kim

Jongchan Park

Shin Yoo

2023/4/16

Towards objective-tailored genetic improvement through large language models

Sungmin Kang

Shin Yoo

2023/5/20

Autonomous Large Language Model Agents Enabling Intent-Driven Mobile GUI Testing

arXiv preprint arXiv:2311.08649

Juyeon Yoon

Robert Feldt

Shin Yoo

2023/11/15

Large Language Models for Software Engineering: Survey and Open Problems

arXiv preprint arXiv:2310.03533

Angela Fan

Beliz Gokkaya

Mark Harman

Mitya Lyubarskiy

Shubho Sengupta

...

2023/10/5

Explainable Automated Debugging via Large Language Model-driven Scientific Debugging

arXiv preprint arXiv:2304.02195

Sungmin Kang

Bei Chen

Shin Yoo

Jian-Guang Lou

2023/4/5

Language Models Can Prioritize Patches for Practical Program Patching

Sungmin Kang

Shin Yoo

2022

See List of Professors in Shin Yoo University(KAIST)

Co-Authors

H-index: 102
Mark Harman

Mark Harman

University College London

H-index: 61
Tsong Yueh Chen

Tsong Yueh Chen

Swinburne University of Technology

H-index: 54
Dave Binkley

Dave Binkley

Loyola University Maryland

H-index: 47
Robert Feldt

Robert Feldt

Chalmers tekniska högskola

H-index: 42
Jens Krinke

Jens Krinke

University College London

H-index: 31
Doo-Hwan Bae

Doo-Hwan Bae

KAIST

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