Jinfeng Ji

[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 IEEE Access, 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

급진봉, 양근석*

한국소프트웨어종합학술대회 (KSC), 2024

[Conference] Enhancing Security Bug Report Prediction with Severity-Based Feature Selection through LSTM Algorithm

급진봉, 양근석*

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

급진봉, 양근석*

한국소프트웨어종합학술대회 (KSC), 2023