Jinfeng Ji

[Journal] Predicting Security Bugs in Open-Source Projects: Lessons from Combining Bug Reports, Code, and Context

Murun Ganzorig, Jinfeng Ji, Geunseok Yang*, to be submitted to IEEE Software (SCIE)

[Journal] Integrating Attention Mechanism with Code Structural Affinity and Execution Context Correlation for Automated Bug Repair

Jinfeng Ji, Geunseok Yang*, under review at CMC-Computers, Materials & Continua (SCIE)

[Journal] Security Bug Report Classification via Cross-Project Similarity-Based Data Augmentation and Deep Learning Models

Murun Ganzorig, Jinfeng Ji, Geunseok Yang*, 1st revision under review at IEEE Access (SCIE)

[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 (SCIE), Vol. 15, No. 16, 2025

[Journal] Enhancing Bug Assignment with Developer-Specific Feature Extraction and Hybrid Deep Learning

Geunseok Yang*, Jinfeng Ji, Dongkyu Kim, In Electronics (SCIE), Vol. 14, No.12, 2025

[Journal] Leveraging Cross-Project Similarity for Data Augmentation and Security Bug Report Prediction

Jinfeng Ji, Geunseok Yang*, In IEEE Access (SCIE), Vol. 13, 2025

[Journal] LSTM Attention-Driven Similarity Learning for Effective Bug Localization

Geunseok Yang*, Jinfeng Ji, Eontae Kim, In Applied Sciences (SCIE), Vol. 15, No. 3, 2025

[Journal] Feature Learning via Correlation Analysis for Effective Duplicate Detection

Geunseok Yang*, Jinfeng Ji, Taemin Kim, In Applied Sciences (SCIE), Vol. 15, No. 3, 2025

[Journal] Enhanced Bug Priority Prediction via Priority-Sensitive Long Short-Term Memory–Attention Mechanism

Geunseok Yang*, Jinfeng Ji, Jaehee Kim, In Applied Sciences (SCIE), Vol. 15, No. 2, 2025

[Conference] The Effect of Feature Selection on the Performance of Duplicate Bug Report Detection A Scenario-Based Analysis

Jinfeng Ji, Geunseok Yang*, 한국소프트웨어종합학술대회, 2024

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

Jinfeng Ji, Geunseok Yang*, 한국컴퓨터종합학술대회, 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 발표논문집, 2023