Selected Publications

2021

Nadeem, Anas; Sarwar, Muhammad Usman; Malik, Muhammad Zubair

Automatic Issue Classifier: A Transfer Learning Framework for Classifying Issue Reports Inproceedings

In: 2021 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), pp. 421-426, 2021.

Abstract | Links | BibTeX | Tags: BERT, classification, github, github apps, issue classification, Software engineering

2020

Sarwar, Muhammad Usman; Zafar, Sarim; Mkaouer, Mohamed Wiem; Walia, Gursimran Singh; Malik, Muhammad Zubair

Multi-label Classification of Commit Messages using Transfer Learning Inproceedings

In: 2020 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW), pp. 37-42, 2020.

Abstract | Links | BibTeX | Tags: BERT, classification, github, transfer learning

Zafar, Sarim; Sarwar, Muhammad Usman; Salem, Saeed; Malik, Muhammad Zubair

Language and Obfuscation Oblivious Source Code Authorship Attribution Journal Article

In: IEEE Access, vol. 8, pp. 197581-197596, 2020, ISSN: 2169-3536.

Abstract | Links | BibTeX | Tags: artificial neural networks, natural language processing, Software engineering

2019

Zafar, Sarim; Malik, Muhammad Zubair; Walia, Gursimran Singh

Towards Standardizing and Improving Classification of Bug-Fix Commits Inproceedings

In: 2019 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), pp. 1-6, 2019, ISSN: 1949-3789.

Abstract | Links | BibTeX | Tags: classification, github