Jiho Shin

According to our database, Jiho Shin authored at least 34 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

StaAgent: An Agentic Framework for Testing Static Analyzers.

Elijah Nnorom, Md Basim Uddin Ahmed, Jiho Shin, Hung Viet Pham, Song Wang

CoRR, July, 2025

SecVulEval: Benchmarking LLMs for Real-World C/C++ Vulnerability Detection.

Md Basim Uddin Ahmed, Nima Shiri Harzevili, Jiho Shin, Hung Viet Pham, Song Wang

CoRR, May, 2025

Prompt Engineering or Fine-Tuning: An Empirical Assessment of LLMs for Code.

Jiho Shin, Clark Tang, Tahmineh Mohati, Maleknaz Nayebi, Song Wang, Hadi Hemmati

Proceedings of the 22nd IEEE/ACM International Conference on Mining Software Repositories, 2025

Pre-trained Models for Bytecode Instructions.

Donggyu Kim, Taemin Kim, Jiho Shin, Song Wang, Heeyoul Choi, Jaechang Nam

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2025

SparseInfer: Training-free Prediction of Activation Sparsity for Fast LLM Inference.

Jiho Shin, Hoeseok Yang, Youngmin Yi

Proceedings of the Design, Automation & Test in Europe Conference, 2025

2024

Assessing Evaluation Metrics for Neural Test Oracle Generation.

Jiho Shin, Hadi Hemmati, Moshi Wei, Song Wang

IEEE Trans. Software Eng., September, 2024

The Good, the Bad, and the Missing: Neural Code Generation for Machine Learning Tasks.

Jiho Shin, Moshi Wei, Junjie Wang, Lin Shi, Song Wang

ACM Trans. Softw. Eng. Methodol., February, 2024

Checker Bug Detection and Repair in Deep Learning Libraries.

Nima Shiri Harzevili, Mohammad Mahdi Mohajer, Jiho Shin, Moshi Wei, Gias Uddin, Jinqiu Yang, Junjie Wang, Song Wang, Zhen Ming Jiang, Nachiappan Nagappan

CoRR, 2024

Retrieval-Augmented Test Generation: How Far Are We?

Jiho Shin, Reem Aleithan, Hadi Hemmati, Song Wang

CoRR, 2024

Strainer GAN: Filtering out Impurity Samples in GAN Training.

Jiho Shin, Seungkyu Lee

Proceedings of the SIGGRAPH Asia 2024 Posters, SA 2024, Tokyo, Japan, December 3-6, 2024, 2024

Domain Adaptation for Code Model-Based Unit Test Case Generation.

Jiho Shin, Sepehr Hashtroudi, Hadi Hemmati, Song Wang

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

2023

Design the IoT Botnet Defense Process for Cybersecurity in Smart City.

Donghyun Kim, Seungho Jeon, Jiho Shin, Jung-Taek Seo

Intell. Autom. Soft Comput., 2023

Prompt Engineering or Fine Tuning: An Empirical Assessment of Large Language Models in Automated Software Engineering Tasks.

Jiho Shin, Clark Tang, Tahmineh Mohati, Maleknaz Nayebi, Song Wang, Hadi Hemmati

CoRR, 2023

Automated Test Case Generation Using Code Models and Domain Adaptation.

Sepehr Hashtroudi, Jiho Shin, Hadi Hemmati, Song Wang

CoRR, 2023

Automatic Static Bug Detection for Machine Learning Libraries: Are We There Yet?

Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang, Nachiappan Nagappan

CoRR, 2023

Cyber Security Controls in Nuclear Power Plant by Technical Assessment Methodology.

Daun Jung, Jiho Shin, Chaechang Lee, Kookheui Kwon, Jung-Taek Seo

IEEE Access, 2023

OCR Meets the Dark Web: Identifying the Content Type Regarding Illegal and Cybercrime.

Donghyun Kim, Seungho Jeon, Jiho Shin, Jung-Taek Seo

Proceedings of the Information Security Applications - 24th International Conference, 2023

Characterizing and Understanding Software Security Vulnerabilities in Machine Learning Libraries.

Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang, Nachiappan Nagappan

Proceedings of the 20th IEEE/ACM International Conference on Mining Software Repositories, 2023

Automatic Static Vulnerability Detection for Machine Learning Libraries: Are We There Yet?

Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang, Nachiappan Nagappan

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

An Empirical Study on the Stability of Explainable Software Defect Prediction.

Jiho Shin, Reem Aleithan, Jaechang Nam, Junjie Wang, Nima Shiri Harzevili, Song Wang

Proceedings of the 30th Asia-Pacific Software Engineering Conference, 2023

2022

A study on command block collection and restoration techniques through detection of project file manipulation on engineering workstation of industrial control system.

Jiho Shin, Hyunpyo Choi, Jung-Taek Seo

Digit. Investig., 2022

Characterizing and Understanding Software Security Vulnerabilities in Machine Learning Libraries.

Nima Shiri Harzevili, Jiho Shin, Junjie Wang, Song Wang

CoRR, 2022

Analyzing and Evaluating Critical Cyber Security Challenges Faced by Vendor Organizations in Software Development: SLR Based Approach.

Abdul Wahid Khan, Shah Zaib, Faheem Khan, Ilhan Tarimer, Jung-Taek Seo, Jiho Shin

IEEE Access, 2022

SRT's Neural Machine Translation System for WMT22 Biomedical Translation Task.

Yoonjung Choi, Jiho Shin, Yonghyun Ryu, Sangha Kim

Proceedings of the Seventh Conference on Machine Translation, 2022

API recommendation for machine learning libraries: how far are we?

Moshi Wei, Yuchao Huang, Junjie Wang, Jiho Shin, Nima Shiri Harzevili, Song Wang

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

2021

A Survey of Automatic Code Generation fromNatural Language.

Jiho Shin, Jaechang Nam

J. Inf. Process. Syst., 2021

Explainable Software Defect Prediction: Are We There Yet?

Jiho Shin, Reem Aleithan, Jaechang Nam, Junjie Wang, Song Wang

CoRR, 2021

2020

Investment Priority Analysis of ICS Information Security Resources in Smart Mobile IoT Network Environment Using the Analytic Hierarchy Process.

Jiho Shin, Ilsun You, Jung-Taek Seo

Mob. Inf. Syst., 2020

Detection and Analysis Technique for Manipulation Attacks on PLC Control Logic.

Joochan Lee, Hyunpyo Choi, Jiho Shin, Jung-Taek Seo

Proceedings of the ACM ICEA '20: 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, GangWon Republic of Korea, December 12, 2020

Research on PEB-LDR Data Analysis Technique for DLL Injection Detection on ICS Engineering Workstation.

Junwon Kim, Jiho Shin, Jung-Taek Seo

Proceedings of the ACM ICEA '20: 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, GangWon Republic of Korea, December 12, 2020

Study on Anomaly Detection Technique in an Industrial Control System Based on Machine Learning.

Janghoon Kim, Hyunpyo Choi, Jiho Shin, Jung-Taek Seo

Proceedings of the ACM ICEA '20: 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, GangWon Republic of Korea, December 12, 2020

A Study on the Application of Technical Assessment Methodology (TAM) for CyberSecurity in Nuclear Power Plant.

Daun Jung, Jiho Shin, Chaechang Lee, Kookheui Kwon, Jung-Taek Seo

Proceedings of the ACM ICEA '20: 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, GangWon Republic of Korea, December 12, 2020

A Study on the Digital Forensic Method for Decentralized Web Service.

Hyunpyo Choi, Jiho Shin, Jung-Taek Seo

Proceedings of the ACM ICEA '20: 2020 ACM International Conference on Intelligent Computing and its Emerging Applications, GangWon Republic of Korea, December 12, 2020

2019

Design and Development of Data Map Visualization Tool for Property Search of Police Information.

Sang-Yun Lee, Wonjoo Park, Yong-Tae Lee, KongMin Kim, Gyung-Rok Yeom, Jiho Shin

Proceedings of the International Conference on Electronics, Information, and Communication, 2019