Profile of Jinfeng Ji

Member Profile

Jinfeng Ji

MS Program

Department of Computer Science and Engineering, HanKyong National University
jijinfeng@hknu.ac.kr
Room 323, Engineering Building 1, HanKyong National University

Education

  • 2023.09 - 2026.02
    M.S. in Computer Engineering, HanKyong National University, South Korea
  • 2017.09 - 2021.06
    Bachelor of Engineering, Yantai University, China

Publications

  • [Journal] Integrating Attention Mechanism with Code Structural Affinity and Execution Context Correlation for Automated Bug Repair
    Jinfeng Ji, Geunseok Yang*
    In Computers, Materials & Continua, Vol. 86, No. 3, pp. 1-18, 2026
  • [Journal] Security Bug Report Classification via Cross-Project Similarity-Based Data Augmentation and Deep Learning Models
    Murun Ganzorig, Jinfeng Ji, Geunseok Yang*
    In IEEE Access, Vol. 13, pp. 173222-173240, 2025
  • [Journal] Do Stop Words Matter in Bug Report Analysis? Empirical Findings Using Deep Learning Models across Duplicate, Severity, and Priority Classification
    Jinfeng Ji, Geunseok Yang*
    In Applied Sciences, Vol. 15, No. 16, pp. 1-47, 2025
  • [Journal] Enhancing Bug Assignment with Developer-Specific Feature Extraction and Hybrid Deep Learning
    Geunseok Yang*, Jinfeng Ji, Dongkyu Kim
    In Electronics, Vol. 14, No. 12, pp. 1-25, 2025
  • [Journal] Leveraging Cross-Project Similarity for Data Augmentation and Security Bug Report Prediction
    Jinfeng Ji, Geunseok Yang*
    In Applied Sciences, Vol. 13, pp. 80416-80428, 2025
  • [Journal] LSTM Attention-Driven Similarity Learning for Effective Bug Localization
    Geunseok Yang*, Jinfeng Ji, Eontae Kim
    In Applied Sciences, Vol. 15, No. 3, pp. 1-24, 2025
  • [Journal] Feature Learning via Correlation Analysis for Effective Duplicate Detection
    Geunseok Yang*, Jinfeng Ji, Taemin Kim
    In Applied Sciences, Vol. 15, No. 3, pp. 1-28, 2025
  • [Journal] Enhanced Bug Priority Prediction via Priority-Sensitive Long Short-Term Memory–Attention Mechanism
    Geunseok Yang*, Jinfeng Ji, Jaehee Kim
    In Applied Sciences, Vol. 15, No. 2, pp. 1-21, 2025
  • [Conference] The Effect of Feature Selection on the Performance of Duplicate Bug Report Detection: A Scenario-Based Analysis
    Jinfeng Ji, Geunseok Yang*
    한국소프트웨어종합학술대회 (KSC), 2024
  • [Conference] Enhancing Security Bug Report Prediction with Severity-Based Feature Selection through LSTM Algorithm
    Jinfeng Ji, Geunseok Yang*
    한국컴퓨터종합학술대회 (KCC), 2024
  • [Conference] Utilizing Information Extraction-based Structural Representation with Reinforcement Learning for Software Bug Report Duplicate Detection Algorithm in Open Source Projects for Linux Operating System
    Jinfeng Ji, Geunseok Yang*
    한국소프트웨어종합학술대회 (KSC), 2023