An Empirical Analysis on Just-In-Time Defect Prediction Models for Self-driving Software Systems. - Jiwon Choi; Saranya Manikandan; Duksan Ryu; Jongmoon Baik (ICWE Workshops, 2022)

Enhancing the Software Defect Prediction using AutoInt. - Shivani Jadhav; Saranya Manikandan; Duksan Ryu (BigComp, 2025)

Examining the Performance of Mamba Tab for Software Defect Prediction. - Saranya Manikandan; Shivani Jadhav; Duksan Ryu; Sungsoo Ahn (BigComp, 2025)