Research output per year
Research output per year
Personal profile
In Korean
손정주 교수(IT대학 컴퓨터학부)
Education
o (2015) B.A, Ewha Womans University
o (2017) M.A., Korea Advanced Institute of Science and Technology
o (2021) Ph.D., Korea Advanced Institute of Science and Technology
o (2017) M.A., Korea Advanced Institute of Science and Technology
o (2021) Ph.D., Korea Advanced Institute of Science and Technology
Professional Experience
o (2024 ~ Present) Present. Assistant Professor, Kyungpook National University
o (2021~2024) Postdoctoral Researcher, SnT, University of Luxembourg, Luxembourg
o (2021~2024) Postdoctoral Researcher, SnT, University of Luxembourg, Luxembourg
Research Interests
Software Engineering, Search-Based Software Engineering, Fault Localization, Defect Prediction, Software Testing, Software Evolution, Code Change Analysis
Major Research Achievements
o Exploring the synergetic interactions between fault localization and defect prediction
o Genetic programming for automated fault localization
o Cost-effective, automated generation of hotfixes for deep neural networks using search-based methods
o Identifying the root causes of flaky tests using spectrum-based fault localization
o Investigating the impact of the co-evolutionary couplings between test and code in fault localization
o Genetic programming for automated fault localization
o Cost-effective, automated generation of hotfixes for deep neural networks using search-based methods
o Identifying the root causes of flaky tests using spectrum-based fault localization
o Investigating the impact of the co-evolutionary couplings between test and code in fault localization
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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TraceJIT: Evaluating the Impact of Behavioral Code Change on Just-In-Time Defect Prediction
Morita, I., Kashiwa, Y., Kondo, M., Sohn, J., McIntosh, S., Kamei, Y. & Ubayashi, N., 2024, Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024. Institute of Electrical and Electronics Engineers Inc., p. 580-591 12 p. (Proceedings - 2024 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Arachne: Search-Based Repair of Deep Neural Networks
Sohn, J., Kang, S. & Yoo, S., 27 May 2023, In: ACM Transactions on Software Engineering and Methodology. 32, 4, 85.Research output: Contribution to journal › Article › peer-review
Open Access23 Scopus citations -
An empirical study of async wait flakiness in front-end testing
Pei, Y., Habchi, S., Rwemalika, R., Sohn, J. & Papadakis, M., 2022, In: CEUR Workshop Proceedings. 3245Research output: Contribution to journal › Conference article › peer-review
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Automatically Identifying Shared Root Causes of Test Breakages in SAP HANA
An, G., Yoon, J., Sohn, J., Hong, J., Hwang, D. & Yoo, S., 2022, Proceedings - 2022 ACM/IEEE 44th International Conference on Software Engineering: Software Engineering in Practice, ICSE-SEIP 2022. IEEE Computer Society, p. 65-74 10 p. (Proceedings - International Conference on Software Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
CEMENT: On the Use of Evolutionary Coupling Between Tests and Code Units. A Case Study on Fault Localization
Sohn, J. & Papadakis, M., 2022, Proceedings - 2022 IEEE 33rd International Symposium on Software Reliability Engineering, ISSRE 2022. IEEE Computer Society, p. 133-144 12 p. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE; vol. 2022-October).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access