Guiding Deep Learning System Testing Using Surprise Adequacy J Kim, R Feldt, S Yoo Proceedings of the 41st International Conference on Software Engineering …, 2019 | 457 | 2019 |
Reducing DNN Labelling Cost Using Surprise Adequacy: An Industrial Case Study for Autonomous Driving J Kim, J Ju, R Feldt, S Yoo Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 47 | 2020 |
Software Review: DEAP (Distributed Evolutionary Algorithm in Python) Library J Kim, S Yoo Genetic Programming and Evolvable Machines 20 (1), 139-142, 2019 | 34 | 2019 |
Beupright: Posture Correction Using Relational Norm Intervention J Shin, B Kang, T Park, J Huh, J Kim, J Song Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems …, 2016 | 33 | 2016 |
Comparing Line and AST Granularity Level for Program Repair Using PyGGI G An, J Kim, S Yoo Proceedings of the 4th International Workshop on Genetic Improvement …, 2018 | 19 | 2018 |
Repairing DNN Architecture: Are We There Yet? J Kim, N Humbatova, G Jahangirova, P Tonella, S Yoo 2023 IEEE Conference on Software Testing, Verification and Validation (ICST …, 2023 | 15 | 2023 |
Predictive Mutation Analysis via Natural Language Channel in Source Code J Kim, J Jeon, S Hong, S Yoo ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (4), 1-27, 2022 | 15 | 2022 |
Elicast: Embedding Interactive Exercises in Instructional Programming Screencasts J Park, YH Park, J Kim, J Cha, S Kim, A Oh Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 58, 2018 | 15 | 2018 |
Evaluating Surprise Adequacy for Deep Learning System Testing J Kim, R Feldt, S Yoo ACM Transactions on Software Engineering and Methodology 32 (2), 1-29, 2023 | 10 | 2023 |
Ahead of Time Mutation Based Fault Localisation Using Statistical Inference J Kim, G An, R Feldt, S Yoo 2021 IEEE 32nd International Symposium on Software Reliability Engineering …, 2021 | 10* | 2021 |
PyGGI: Python General Framework for Genetic Improvement G An, J Kim, S Lee, S Yoo 한국정보과학회 학술발표논문집, 536-538, 2017 | 10 | 2017 |
GPGPGPU: Evaluation of Parallelisation of Genetic Programming Using GPGPU J Kim, J Kim, S Yoo International Symposium on Search Based Software Engineering, 137-142, 2017 | 9 | 2017 |
Repairing Fragile GUI Test Cases Using Word and Layout Embedding J Yoon, S Chung, K Shin, J Kim, S Hong, S Yoo 2022 IEEE Conference on Software Testing, Verification and Validation (ICST …, 2022 | 5 | 2022 |
Learning Test-Mutant Relationship for Accurate Fault Localisation J Kim, G An, R Feldt, S Yoo Information and Software Technology, 107272, 2023 | 3 | 2023 |
The Inversive Relationship Between Bugs and Patches: An Empirical Study J Kim, J Park, S Yoo 2023 IEEE International Conference on Software Testing, Verification and …, 2023 | 2 | 2023 |
Learning Without Peeking: Secure Multi-party Computation Genetic Programming J Kim, MG Epitropakis, S Yoo International Symposium on Search Based Software Engineering, 246-261, 2018 | 2 | 2018 |