Sungmin Kang

According to our database, Sungmin Kang authored at least 38 papers between 1998 and 2025.

Collaborative distances:

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

2025

AutoCodeSherpa: Symbolic Explanations in AI Coding Agents.

Sungmin Kang, Haifeng Ruan, Abhik Roychoudhury

CoRR, July, 2025

TruthTorchLM: A Comprehensive Library for Predicting Truthfulness in LLM Outputs.

Duygu Nur Yaldiz, Yavuz Faruk Bakman, Sungmin Kang, Alperen Özis, Hayrettin Eren Yildiz, Mitash Ashish Shah, Zhiqi Huang, Anoop Kumar, Alfy Samuel, Daben Liu, Sai Praneeth Karimireddy, Salman Avestimehr

CoRR, July, 2025

Explainable automated debugging via large language model-driven scientific debugging.

Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou

Empir. Softw. Eng., March, 2025

Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning.

Jisoo Kim, Sungmin Kang, Sunwoo Lee

CoRR, March, 2025

Can We Predict the Effect of Prompts?

Jae Yong Lee, Sungmin Kang, Shin Yoo

CoRR, January, 2025

Predictive Prompt Analysis.

Jae Yong Lee, Sungmin Kang, Shin Yoo

Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering, 2025

Beyond pip Install: Evaluating LLM Agents for the Automated Installation of Python Projects.

Louis Milliken, Sungmin Kang, Shin Yoo

Proceedings of the IEEE International Conference on Software Analysis, 2025

COSMosFL: Ensemble of Small Language Models for Fault Localisation.

Hyunjoon Cho, Sungmin Kang, Gabin An, Shin Yoo

Proceedings of the IEEE/ACM International Workshop on Large Language Models for Code, 2025

Lachesis: Predicting LLM Inference Accuracy using Structural Properties of Reasoning Paths.

Naryeong Kim, Sungmin Kang, Gabin An, Shin Yoo

Proceedings of the IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2025

Reconsidering LLM Uncertainty Estimation Methods in the Wild.

Yavuz Faruk Bakman, Duygu Nur Yaldiz, Sungmin Kang, Tuo Zhang, Baturalp Buyukates, Salman Avestimehr, Sai Praneeth Karimireddy

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction.

Sungmin Kang, Juyeon Yoon, Nargiz Askarbekkyzy, Shin Yoo

IEEE Trans. Software Eng., October, 2024

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

Sungmin Kang, Robert Feldt, Shin Yoo

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

A Quantitative and Qualitative Evaluation of LLM-Based Explainable Fault Localization.

Sungmin Kang, Gabin An, Shin Yoo

Proc. ACM Softw. Eng., 2024

Identifying Inaccurate Descriptions in LLM-generated Code Comments via Test Execution.

Sungmin Kang, Louis Milliken, Shin Yoo

CoRR, 2024

Advancing Tinnitus Therapeutics: GPT-2 Driven Clustering Analysis of Cognitive Behavioral Therapy Sessions and Google T5-Based Predictive Modeling for THI Score Assessment.

Yongwoo Jeong, Jae-Jun Song, Jiseon Yang, Sungmin Kang

IEEE Access, 2024

The GitHub Recent Bugs Dataset for Evaluating LLM-Based Debugging Applications.

Jae Yong Lee, Sungmin Kang, Juyeon Yoon, Shin Yoo

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2024

Advancing Medical Image Segmentation: Morphology-Driven Learning with Diffusion Transformer.

Sungmin Kang, Jaeha Song, Jihie Kim

Proceedings of the 35th British Machine Vision Conference, 2024

2023

Arachne: Search-Based Repair of Deep Neural Networks.

Jeongju Sohn, Sungmin Kang, Shin Yoo

ACM Trans. Softw. Eng. Methodol., July, 2023

A Preliminary Evaluation of LLM-Based Fault Localization.

Sungmin Kang, Gabin An, Shin Yoo

CoRR, 2023

Towards Autonomous Testing Agents via Conversational Large Language Models.

Robert Feldt, Sungmin Kang, Juyeon Yoon, Shin Yoo

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

A Bayesian Framework for Automated Debugging.

Sungmin Kang, Wonkeun Choi, Shin Yoo

Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

DAQS: Dynamic and Accurate QoS for SR-IOV.

Sungmin Kang, Joonyong Hwang, Younghoon Kim

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

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

Sungmin Kang, Juyeon Yoon, Shin Yoo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

GLAD: Neural Predicate Synthesis to Repair Omission Faults.

Sungmin Kang, Shin Yoo

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

Towards Objective-Tailored Genetic Improvement Through Large Language Models.

Sungmin Kang, Shin Yoo

Proceedings of the IEEE/ACM International Workshop on Genetic Improvement, 2023

2022

Language Models Can Prioritize Patches for Practical Program Patching.

Sungmin Kang, Shin Yoo

Proceedings of the 3rd IEEE/ACM International Workshop on Automated Program Repair, 2022

2020

SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation.

Sungmin Kang, Robert Feldt, Shin Yoo

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Workshops, Seoul, Republic of Korea, 27 June, 2020

2019

Search Based Repair of Deep Neural Networks.

Jeongju Sohn, Sungmin Kang, Shin Yoo

CoRR, 2019

2018

An Interactive Multiobjective Optimization Approach to Supplier Selection and Order Allocation Problems Using the Concept of Desirability.

Pyoungsoo Lee, Sungmin Kang

Inf., 2018

Interpreting Models by Allowing to Ask.

Sungmin Kang, David Keetae Park, Jaehyuk Chang, Jaegul Choo

CoRR, 2018

2016

A Rapid <i>In Situ</i> Colorimetric Assay for Cobalt Detection by the Naked Eye.

Sungmin Kang, Sung-Chan Jang, Gi Yong Kim, Chang-Soo Lee, Yun Suk Huh, Chang Hyun Roh

Sensors, 2016

The Efficient Algorithms for Constructing Enhanced Quadtrees Using MapReduce.

Hongyeon Kim, Sungmin Kang, Seok-Joo Lee, Jun-Ki Min

IEICE Trans. Inf. Syst., 2016

An efficient parallel graph clustering technique using Pregel.

Seok-Joo Lee, Sungmin Kang, Hongyeon Kim, Jun-Ki Min

Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2013

Smartphone Banking: The Factors Influencing the Intention to Use.

JinBaek Kim, Sungmin Kang, Hoon S. Cha

KSII Trans. Internet Inf. Syst., 2013

2006

Personalized recommendation system based on product specification values.

Sang Hyun Choi, Sungmin Kang, Young Jun Jeon

Expert Syst. Appl., 2006

Ensuring Privacy in Smartcard-Based Payment Systems: A Case Study of Public Metro Transit Systems.

Seng-Phil Hong, Sungmin Kang

Proceedings of the Communications and Multimedia Security, 2006

1998

Adoption of the Internet and the Information Superhighway for Electronic Commerce.

Sungmin Kang

Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998

Information Technology Acceptance: Evolving with the Changes in the Network Environment.

Sungmin Kang

Proceedings of the Thirty-First Annual Hawaii International Conference on System Sciences, 1998