Sungmin Kang

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 29

Top Topics

Fault Localization

Top Venues

ACM Trans. Softw. Eng. Methodol.

Publications

Sungmin Kang, Louis Milliken, Shin Yoo
Identifying Inaccurate Descriptions in LLM-generated Code Comments via Test Execution. CoRR (2024)
Sungmin Kang, Gabin An, Shin Yoo
A Quantitative and Qualitative Evaluation of LLM-Based Explainable Fault Localization. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Sungmin Kang, Robert Feldt, Shin Yoo
Deceiving Humans and Machines Alike: Search-based Test Input Generation for DNNs Using Variational Autoencoders. ACM Trans. Softw. Eng. Methodol. 33 (4) (2024)
Yongwoo Jeong, Jae-Jun Song, Jiseon Yang, Sungmin Kang
Advancing Tinnitus Therapeutics: GPT-2 Driven Clustering Analysis of Cognitive Behavioral Therapy Sessions and Google T5-Based Predictive Modeling for THI Score Assessment. IEEE Access 12 (2024)
Sungmin Kang, Juyeon Yoon, Shin Yoo
Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction. ICSE (2023)
Jeongju Sohn, Sungmin Kang, Shin Yoo
Arachne: Search-Based Repair of Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 32 (4) (2023)
Sungmin Kang, Wonkeun Choi, Shin Yoo
A Bayesian Framework for Automated Debugging. ISSTA (2023)
Robert Feldt, Sungmin Kang, Juyeon Yoon, Shin Yoo
Towards Autonomous Testing Agents via Conversational Large Language Models. ASE (2023)
Jae Yong Lee, Sungmin Kang, Juyeon Yoon, Shin Yoo
The GitHub Recent Bugs Dataset for Evaluating LLM-based Debugging Applications. CoRR (2023)
Sungmin Kang, Shin Yoo
Towards Objective-Tailored Genetic Improvement Through Large Language Models. GI (2023)
Sungmin Kang, Shin Yoo
GLAD: Neural Predicate Synthesis to Repair Omission Faults. ICSE Companion (2023)
Sungmin Kang, Bei Chen, Shin Yoo, Jian-Guang Lou
Explainable Automated Debugging via Large Language Model-driven Scientific Debugging. CoRR (2023)
Sungmin Kang, Gabin An, Shin Yoo
A Preliminary Evaluation of LLM-Based Fault Localization. CoRR (2023)
Sungmin Kang, Shin Yoo
Towards Objective-Tailored Genetic Improvement Through Large Language Models. CoRR (2023)
Sungmin Kang, Juyeon Yoon, Nargiz Askarbekkyzy, Shin Yoo
Evaluating Diverse Large Language Models for Automatic and General Bug Reproduction. CoRR (2023)
Sungmin Kang, Joonyong Hwang, Younghoon Kim
DAQS: Dynamic and Accurate QoS for SR-IOV. ICTC (2023)
Robert Feldt, Sungmin Kang, Juyeon Yoon, Shin Yoo
Towards Autonomous Testing Agents via Conversational Large Language Models. CoRR (2023)
Sungmin Kang, Wonkeun Choi, Shin Yoo
A Bayesian Framework for Automated Debugging. CoRR (2022)
Sungmin Kang, Juyeon Yoon, Shin Yoo
Large Language Models are Few-shot Testers: Exploring LLM-based General Bug Reproduction. CoRR (2022)
Sungmin Kang, Shin Yoo
GLAD: Neural Predicate Synthesis to Repair Omission Faults. CoRR (2022)
Sungmin Kang, Shin Yoo
Language Models Can Prioritize Patches for Practical Program Patching. APR@ICSE (2022)
Sungmin Kang, Robert Feldt, Shin Yoo
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation. CoRR (2020)
Sungmin Kang, Robert Feldt, Shin Yoo
SINVAD: Search-based Image Space Navigation for DNN Image Classifier Test Input Generation. ICSE (Workshops) (2020)
Jeongju Sohn, Sungmin Kang, Shin Yoo
Search Based Repair of Deep Neural Networks. CoRR (2019)
Pyoungsoo Lee, Sungmin Kang
An Interactive Multiobjective Optimization Approach to Supplier Selection and Order Allocation Problems Using the Concept of Desirability. Inf. 9 (6) (2018)
Sungmin Kang, David Keetae Park, Jaehyuk Chang, Jaegul Choo
Interpreting Models by Allowing to Ask. CoRR (2018)
Sungmin Kang, Sung-Chan Jang, Gi Yong Kim, Chang-Soo Lee, Yun Suk Huh, Chang Hyun Roh
Colorimetric Assay for Cobalt Detection by the Naked Eye. Sensors 16 (5) (2016)
Hongyeon Kim, Sungmin Kang, Seok-Joo Lee, Jun-Ki Min
The Efficient Algorithms for Constructing Enhanced Quadtrees Using MapReduce. IEICE Trans. Inf. Syst. (4) (2016)
Seok-Joo Lee, Sungmin Kang, Hongyeon Kim, Jun-Ki Min
An efficient parallel graph clustering technique using Pregel. BigComp (2016)
JinBaek Kim, Sungmin Kang, Hoon S. Cha
Smartphone Banking: The Factors Influencing the Intention to Use. KSII Trans. Internet Inf. Syst. 7 (5) (2013)
Sang Hyun Choi, Sungmin Kang, Young Jun Jeon
Personalized recommendation system based on product specification values. Expert Syst. Appl. 31 (3) (2006)
Seng-Phil Hong, Sungmin Kang
Ensuring Privacy in Smartcard-Based Payment Systems: A Case Study of Public Metro Transit Systems. Communications and Multimedia Security (2006)
Sungmin Kang
Adoption of the Internet and the Information Superhighway for Electronic Commerce. HICSS (4) (1998)
Sungmin Kang
Information Technology Acceptance: Evolving with the Changes in the Network Environment. HICSS (1) (1998)