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Junayed Mahmud is a Ph.D. student in Computer Science at George Mason University. He works at the SAGE Research Lab, advised by Dr. Kevin Moran. Junayed graduated with a B.S. in Computer Science and Engineering from Islamic University of Technology, Bangladesh in 2016. He worked at Samsung R&D Institute Bangladesh Limited before starting his Ph.D. His primary research interests include Bug Reporting, NLP for Software Engineering, and Automated Mobile Testing.

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Publications

Toward Interactive Bug Reporting for (Android App) End Users
 Yang Song, Junayed Mahmud, Ying Zhou, Oscar Chaparro, Kevin Moran, Andrian Marcus, and Denys Poshyvanyk
 The 2022 ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE 2022), Singapore, November 14th-18th, 2022

An Empirical Investigation into the Use of Image Captioning for Automated Software Documentation
 Kevin Moran, Ali Yachnes, George Purnell, Junayed Mahmud, Michele Tufano, Carlos Bernal-Cárdenas, Denys Poshyvanyk, and Zach H-Doubler
 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER'22), Honolulu, Hawaii, Mar 2022
 Paper | Website | Code | Slides

An Empirical Investigation into the Reproduction of Bug Reports for Android Apps
 Jack Johnson, Junayed Mahmud, Tyler Wendland, Kevin Moran, Julia Rubin and Mattia Fazzini
 29th IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER'22), Honolulu, Hawaii, Mar 2022
 Paper | Code | Slides

Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors
 Junayed Mahmud, Fahim Faisal, Raihan Islam Arnob, Antonios Anastasopoulos, Kevin Moran
 Proceedings of the First Workshop on Natural Language Processing for Programming (NLP4Prog'21), Co-Located with ACL-IJCNLP’21, Virtual (originally Bangkok, Thailand), Aug 2021
 Paper | Code | Slides

AndroR2: A Dataset of Manually-Reproduced Bug Reports for Android apps
 Tyler Wendland, Jingyang Sun, Junayed Mahmud, S. M. Hasan Mansur, Steven Huang, Kevin Moran, Julia Rubin and Mattia Fazzini
 Proceedings of the 18th Conference on Mining Software Repositories (MSR'21), Data showcase track, Virtual (originally Madrid, Spain), May 2021
 Paper | Data

MAES: Modified Advanced Encryption Standard for Resource Constraint Environments
 Arnab Rahman Chowdhury, Junayed Mahmud, Abu Raihan Mostofa Kamal, and Md. Abdul Hamid
 IEEE Sensors Applications Symposium (SAS'18), Seoul, Korea (South), Mar 2018
 Paper

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Talks

 Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors [Talk]

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Teaching Assistant

• CS367 Computer Systems and Programming (Fall 2020/Spring 2021)
• CS222 Computer Programming for Engineers (Fall 2019/Spring 2020)

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Professional Experience

 George Mason University, Virginia, USA
 Graduate Research Assistant, May 2021 - Present
 Graduate Teaching Assistant, Aug 2020 - May 2021
 Graduate Research Assistant, May 2020 - Aug 2020
 Graduate Teaching Assistant, Aug 2019 - May 2020

 Samsung R&D Institute Bangladesh Limited, Dhaka, Bangladesh
 Software Engineer, Jan 2017 - Mar 2019

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Connect With Me

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