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:

CSA-Trans: Code Structure Aware Transformer for AST

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

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

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

Towards Autonomous Testing Agents via Conversational Large Language Models

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

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

Large Language Models for Software Engineering: Survey and Open Problems

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

Google Scholar

Shin Yoo Skills & Research Interests

Software Testing

Software Engineering

Evolutionary Computation

SBSE

Genetic Improvement

Top articles of Shin Yoo

CSA-Trans: Code Structure Aware Transformer for AST

arXiv preprint arXiv:2404.05767

2024/4/7

Saeyoon Oh
Saeyoon Oh

H-Index: 0

Shin Yoo
Shin Yoo

H-Index: 29

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

ACM Transactions on Software Engineering and Methodology

2024/4/18

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

arXiv preprint arXiv:2311.08649

2023/11/15

Robert Feldt
Robert Feldt

H-Index: 31

Shin Yoo
Shin Yoo

H-Index: 29

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction

arXiv preprint arXiv:2311.04532

2023/11/8

Sungmin Kang
Sungmin Kang

H-Index: 1

Shin Yoo
Shin Yoo

H-Index: 29

Towards Autonomous Testing Agents via Conversational Large Language Models

2023/9/11

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

arXiv preprint arXiv:2310.13229

2023/10/20

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

arXiv preprint arXiv:2310.06298

2023/10/10

Gabin An
Gabin An

H-Index: 3

Shin Yoo
Shin Yoo

H-Index: 29

Large Language Models for Software Engineering: Survey and Open Problems

arXiv preprint arXiv:2310.03533

2023/10/5

Mark Harman
Mark Harman

H-Index: 64

Shin Yoo
Shin Yoo

H-Index: 29

Learning test-mutant relationship for accurate fault localisation

Information and Software Technology

2023/10/1

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

2023/9/11

A Preliminary Evaluation of LLM-Based Fault Localization

arXiv preprint arXiv:2308.05487

2023/8/10

A Bayesian Framework for Automated Debugging

2023/7/12

Sungmin Kang
Sungmin Kang

H-Index: 1

Shin Yoo
Shin Yoo

H-Index: 29

Towards objective-tailored genetic improvement through large language models

2023/5/20

Sungmin Kang
Sungmin Kang

H-Index: 1

Shin Yoo
Shin Yoo

H-Index: 29

Fonte: Finding Bug Inducing Commits from Failures

2023/5/14

Gabin An
Gabin An

H-Index: 3

Shin Yoo
Shin Yoo

H-Index: 29

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

2023/5/14

Sungmin Kang
Sungmin Kang

H-Index: 1

Shin Yoo
Shin Yoo

H-Index: 29

GLAD: Neural Predicate Synthesis to Repair Omission Faults

2023/5/14

Sungmin Kang
Sungmin Kang

H-Index: 1

Shin Yoo
Shin Yoo

H-Index: 29

The Inversive Relationship Between Bugs and Patches: An Empirical Study

2023/4/16

Explainable Automated Debugging via Large Language Model-driven Scientific Debugging

arXiv preprint arXiv:2304.02195

2023/4/5

Repairing DNN Architecture: Are We There Yet?

2023/1/27

Augmenting Equivalent Mutant Dataset Using Symbolic Execution

2022/4/4

Shin Yoo
Shin Yoo

H-Index: 29

See List of Professors in Shin Yoo University(KAIST)

Co-Authors

academic-engine