| 2026 | ICST | CodeQual-Agent: An Intelligent LLM-Agent Framework for Automated Software Quality Assessment with Explainable Predictions and Real-Time Analysis. | Faisal Mohammad, Junaid K. Kakar, D. R. Bekale Be Ndong, Mot Chas, Duksan Ryu |
| 2025 | ICWE | LLM-Driven Multi-agent Recommendation for QoS-Aware Edge Server Selection in Mobile Environments. | Eunjeong Ju, Jeonghwa Lee, Duksan Ryu, Jongmoon Baik |
| 2025 | ICWE | PROPER-SDP: PROmpt-Based Project Evolution-awaRe Software Defect Prediction for Edge-Cloud Systems. | Inseok Yeo, Sungu Lee, Duksan Ryu, Jongmoon Baik |
| 2024 | ICWE | Enhancing Software Defect Prediction in Ansible Scripts Using Code-Smell-Guided Prompting with Large Language Models in Edge-Cloud Infrastructures. | Hyunsun Hong, Sungu Lee, Duksan Ryu, Jongmoon Baik |
| 2024 | QRS | Enhancing Software Reliability Growth Modeling: A Comprehensive Analysis of Historical Datasets and Optimal Model Selections. | Taehyoun Kim, Duksan Ryu, Jongmoon Baik |
| 2024 | QRS | Automated Machine Learning for Enhanced Software Reliability Growth Modeling: A Comparative Analysis with Traditional SRGMs. | Taehyoun Kim, Duksan Ryu, Jongmoon Baik |
| 2023 | APSEC | QoS-Aware Graph Contrastive Learning for Web Service Recommendation. | Jeongwhan Choi, Duksan Ryu |
| 2023 | ICWE | Exploring the Feasibility of ChatGPT for Improving the Quality of Ansible Scripts in Edge-Cloud Infrastructures Through Code Recommendation. | Sunjae Kwon, Sungu Lee, Taehyoun Kim, Duksan Ryu, Jongmoon Baik |
| 2022 | ICWE | An Empirical Analysis on Just-In-Time Defect Prediction Models for Self-driving Software Systems. | Jiwon Choi, Saranya Manikandan, Duksan Ryu, Jongmoon Baik |
| 2022 | ICWE | CodeBERT Based Software Defect Prediction for Edge-Cloud Systems. | Sunjae Kwon, Jong-In Jang, Sungu Lee, Duksan Ryu, Jongmoon Baik |
| 2021 | QRS | Heterogeneous Defect Prediction through Correlation-Based Selection of Multiple Source Projects and Ensemble Learning. | Eunseob Kim, Jongmoon Baik, Duksan Ryu |
| 2021 | QRS | eCPDP: Early Cross-Project Defect Prediction. | Sunjae Kwon, Duksan Ryu, Jongmoon Baik |
| 2021 | VISSOFT | Coding™: Development Task Visualization for SW Code Comprehension. | Taeyoung Kim, Suntae Kim, Duksan Ryu |