Software Engineering (SELab)

@ HanKyong National University (HKNU)

2025

  • [Journal] Murun Ganzorig, Jinfeng Ji, Geunseok Yang*, "Enhanced Bug Reports with Large Language Models: Unraveling Their Impact on Deep Learning Algorithms", In IEEE Access (SCIE), 2025 (To be submitted) [Q2, IF: 3.4]
  • [Journal] Geunseok Yang*, Jinfeng Ji, Murun Ganzorig, "AI-Integrated Bug Workflow Optimization: Accelerating Resolution with Intelligent Insights", In Journal of Systems and Software, Elsevier (SCIE), 2025 (To be submitted) [Q1, IF: 3.7]
  • [Journal] Geunseok Yang*, Jinfeng Ji, "Optimizing Reinforcement Learning Algorithms and Proximal Policy Optimization for Effective Bug Localization", In Journal of Information and Software Technology, Elsevier (SCIE), 2025 (To be submitted) [Q1, IF: 4.0]
  • [Journal] Geunseok Yang*, Murun Ganzorig, "Investigating the Influence of Cross-Project Similarity on Data Augmentation for Security Bug Report Prediction", In Empirical Software Engineering, Springer (SCIE), 2025 (To be submitted) [Q1, IF: 4.6]
  • [Journal] Geunseok Yang*, "Optimizing Bug Report Assignment Efficiency in Open-Source Projects Using CNN-LSTM and Feature Selection", In IEEE Software (SCIE), 2025 (Under review) [Q2, IF: 3.3]
  • [Journal] Jinfeng Ji, Geunseok Yang*, "Leveraging Cross-Project Similarity for Data Augmentation and Security Bug Report Prediction", In IEEE Access (SCIE), 2025 (1st revision) [Q2, IF: 3.4]
  • [Journal] Jinfeng Ji, Geunseok Yang*, "The Negligible Impact of Stop Words on Software Bug Report Analysis: Duplicate Detection, Severity, and Priority Prediction in Open-Source Projects", In IEEE Software (SCIE), 2025 (Under review) [Q2, IF: 3.3]
  • [Journal] Geunseok Yang*, "Enhancing Automated Bug Repair through Stack Trace and Code Similarity Integration with Autoencoders", In IEEE Software (SCIE), 2025 (Under review) [Q2, IF: 3.3]
  • [Journal] Geunseok Yang*, Jinfeng Ji, Eontae Kim, "LSTM Attention-Driven Similarity Learning for Effective Bug Localization", In Applied Sciences, MDPI (SCIE), Vol. 15, Issue 3, 2025 [Q1, IF: 2.5]
  • [Journal] Geunseok Yang*, Jinfeng Ji, Taemin Kim, "Feature Learning via Correlation Analysis for Effective Duplicate Detection", In Applied Sciences, MDPI (SCIE), Vol. 15, Issue 3, 2025 [Q1, IF: 2.5]
  • [Journal] Geunseok Yang*, Jinfeng Ji, Jaehee Kim, "Enhanced Bug Priority Prediction via Priority-Sensitive Long Short-Term Memory–Attention Mechanism", In Applied Sciences, MDPI (SCIE), Vol. 15, Issue 2, 2025 [Q1, IF: 2.5]

Others

  • [Journal] 김언태, 양근석*, 정인홍, "버그 리포트의 다중 토픽 분석과 CNN 알고리즘을 활용한 버그 심각도 예측 방법", 정보과학회논문지 : 소프트웨어 및 응용, 2023 (KCI), Vol. 50, No. 11, pp. 954-965, 2023
  • [Journal] Taemin Kim, Geunseok Yang*, "Predicting Duplicate in Bug Report Using Topic-based Duplicate Learning with Fine Tuning-based BERT Algorithm", In IEEE Access (SCIE), Vol. 10, pp. 129666–129675, 2022 [Q1, IF: 3.367]
  • [Journal] JeongMin Jang, Geunseok Yang*, "A Bug Triage Technique using Developer-based Feature Selection and CNN-LSTM Algorithm", In Applied Sciences, MDPI (SCIE), Vol. 12, No. 18, pp. 1–18, 2022. [Q2, IF: 3.021]
  • [Journal] JungYeon Kim, Geunseok Yang*, "Bug Severity Prediction Algorithm using Topic-based Feature Selection and CNN-LSTM Algorithm", In IEEE Access (SCIE), Vol. 10, pp. 94643–94651, 2022 [Q1, IF: 3.367]
  • [Journal] Geunseok Yang, Byungjeong Lee*, "Utilizing Topic-Based Similar Commit Information and CNN-LSTM Algorithm for Bug Localization", In Symmetry, MDPI (SCIE), Vol. 13, No. 3, pp. 406–423, 2021 [Q2, IF: 2.645]
  • [Journal] 양근석, 이병정, "소프트웨어 버그 정정에 SeqGAN 알고리즘을 적용", 인터넷정보학회논문지, Vol. 21, No. 5, pp. 129-137, 2020 (KCI)
  • [Journal] Geunseok Yang, Kyeongsic Min, Jung-won Lee, Byungjeong Lee*, "Applying Topic Modeling and Similarity for Predicting Bug Severity in Cross Projects", In Journal of KSII Transactions on Internet and Information Systems (TIIS 2019), Vol. 21, No. 9, pp. 616-621, 2019 (SCIE) [Q4, IF: 0.648]
  • [Journal] Geunseok Yang, Tao Zhang, Byungjeong Lee*, "An Emotion Similarity based Severity Prediction of Software Bugs: A Case Study of Open Source Projects", In IEICE Transactions on Information and Systems (SCIE), Vol. E101, Issue 8, pp. 2015–2026, 2018 [Q4, IF: 0.449]
  • [Journal] Geunseok Yang, Youngjun Jeong, Kyeongsic Min, Jung-won Lee, Byungjeong Lee*, "Applying Genetic Programming with Similar Bug Fix Information to Automatic Fault Repair", In Symmetry, MDPI (SCIE), Vol. 10, No. 4, pp. 92–104, 2018 [Q2, IF: 2.143]
  • [Journal] Kwanghue Jin, Amarmend Dashbalbar, Geunseok Yang, Byungjeong Lee*, Jung-Won Lee, "Improving Predictions about Bug Severity by Utilizing Bugs Classified as Normal", In Journal of Contemporary Engineering Sciences, Vol. 9, No. 19, pp. 933–942, Aug. 2016
  • [Journal] Tao Zhang, Geunseok Yang, Byungjeong Lee*, Alvin T. S. Chan, "Guiding Bug Triage through Developer Analysis in Bug Reports", In International Journal of Software Engineering and Knowledge Engineering (SCIE), Vol. 26, No. 3, pp. 405–431, 2016 [Q3, IF: 0.299]
  • [Journal] Tao Zhang, Jiachi Chen, Geunseok Yang, Byungjeong Lee, Xiapu Luo*, "Towards More Accurate Severity Prediction and Fixer Recommendation of Software Bugs", In Journal of Systems and Software (SCI), Vol. 117, pp. 166–184, 2016 [Q1, IF: 2.444]
  • [Journal] 양근석, 이병정*, "토픽 모델과 버그 리포트 메타 필드를 이용한 버그 심각도 예측 방법", 정보과학회 컴퓨팅의 실제 논문지 Vol. 21, No. 9, pp. 616-621, 2015 (KCI)
  • [Journal] 양근석, 장도, 이병정*, "토픽 모델과 소셜 네트워크를 이용한 개발자 추천방법", 정보과학회논문지 : 소프트웨어 및 응용 Vol. 41, No. 8, pp. 557-568, 2014 (KCI)
  • [Journal] 양근석, 장도, 이병정*, "버그 정정 관리에 데이터 마이닝 적용", 정보과학회지 Vol. 31, No. 10, pp. 16-22, 2013 (KSCI)

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