Improved Detection and Diagnosis of Faults in Deep Neural Networks Using Hierarchical and Explainable Classification. - Jahan, Sigma; Shah, Mehil B.; Mahbub, Parvez; Rahman, Mohammad Masudur (CoRR, 2025)

Predicting Line-Level Defects by Capturing Code Contexts with Hierarchical Transformers. - Mahbub, Parvez; Rahman, Mohammad Masudur (2024)

Explaining Software Bugs Leveraging Code Structures in Neural Machine Translation. - Mahbub, Parvez; Shuvo, Ohiduzzaman; Rahman, Mohammad Masudur (2023)

Recommending Code Reviews Leveraging Code Changes with Structured Information Retrieval. - Shuvo, Ohiduzzaman; Mahbub, Parvez; Rahman, Mohammad Masudur (2023)

Bugsplainer: Leveraging Code Structures to Explain Software Bugs with Neural Machine Translation. - Mahbub, Parvez; Rahman, Mohammad Masudur; Shuvo, Ohiduzzaman; Gopal, Avinash (2023)

Defectors: A Large, Diverse Python Dataset for Defect Prediction. - Mahbub, Parvez; Shuvo, Ohiduzzaman; Rahman, Mohammad Masudur (2023)

Defectors: A Large, Diverse Python Dataset for Defect Prediction. - Mahbub, Parvez; Shuvo, Ohiduzzaman; Rahman, Mohammad Masudur (CoRR, 2023)

Bugsplainer: Leveraging Code Structures to Explain Software Bugs with Neural Machine Translation. - Mahbub, Parvez; Rahman, Mohammad Masudur; Shuvo, Ohiduzzaman; Gopal, Avinash (CoRR, 2023)

Predicting Line-Level Defects by Capturing Code Contexts with Hierarchical Transformers. - Mahbub, Parvez; Rahman, Mohammad Masudur (CoRR, 2023)

Explaining Software Bugs Leveraging Code Structures in Neural Machine Translation. - Mahbub, Parvez; Shuvo, Ohiduzzaman; Rahman, Mohammad Masudur (CoRR, 2022)

Authorship Identification of Source Code Segments Written by Multiple Authors Using Stacking Ensemble Method. - Mahbub, Parvez; Oishie, Naz Zarreen; Haque, S. M. Rafizul (CoRR, 2022)