My research interests are in Software Engineering and Machine Learning. My research focus is on the program repair, continuous integration (CI), and bug localization. Currently, I am working on different large language models (e.g.,
Codebert, GraphCodebert, CodeT5) to solve different software engineering problems like program repair, and understanding the prediction reasons of LLM technique.

S.S.C, Bagerhat Govt. Giirls School
H.S.C, Bagerhat P.C college
Honors, ঢাকা বিশ্ববিদ্যালয়
Masters, ঢাকা বিশ্ববিদ্যালয়

1. Shanto Rahman, Abdelrahman Baz, Sasa Misailovic and August Shi. “Quantizing Large-Language Models for Predicting Flaky Tests”, In International Conference on Software Testing, Verification and Validation (ICST-2024) to appear. Toronto,
Canada, May 2024. acceptance-rate: 25%.

2. Shanto Rahman, Aaron Massey, Wing Lam, August Shi and Jonathan Bell. “Automatically Reproducing Timing-Dependent Flaky-Test Failures”, In International Conference on Software Testing, Verification and Validation (ICST-2024) to appear.
Toronto, Canada, May 2024. acceptance-rate: 25%.

3. Shanto Rahman, and August Shi. “FlakeSync: Automatically Repairing Async Flaky Tests”, In International Conference on Software Engineering (ICSE-2024) to appear. Lisbon, Portugal, April 2024. acceptance-rate: 25% .

4. Shanto Rahman, Chengpeng Li, and August Shi. “TSVD4J: Thread-Safety Violation Detection for Java, In International Conference on Software Engineering”, (ICSEDemo’23). Melbourne, Australia, May 2023.

5. Akhter, Nazneen, Shanto Rahman, and Kazi Abu Taher. “An Anti-Pattern Detection Technique Using Machine Learning to Improve Code Quality”. In International Conference on Information and Communication Technology for Sustainable Development (ICICT4SD), Dhaka, Bangladesh, pp. 356-360. IEEE, 2021.

6. Shanto Rahman, Md Mostafijur Rahman, and Kazi Sakib, “A Statement Level Bug Localization Technique using Statement Dependency Graph”. In 12th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE),
Porto, Portugal, pp. 171-178, ACM, 2017.

7. Shanto Rahman, Md Mostafijur Rahman, and Kazi Sakib, “An Improved Method Level Bug Localization Approach Using Minimized Code Space”. In: Maciaszek L., Filipe J. (eds) Evaluation of Novel Approaches to Software Engineering. ENASE
2016. Communications in Computer and Information Science, vol (703): pp 79–200. Springer, Cham.

8. Shanto Rahman and Kazi Sakib. “An Appropriate Method Ranking Approach for Localizing Bugs using Minimized Search Space”. In 11th International Conference on Evaluation of Novel Approaches to Software Engineering (ENASE), Rome, Italy,
pp. 303-309. ACM, 2016.

9. Shanto Rahman, Kishan Kumar Ganguly, and Kazi Sakib. “An improved bug localization using structured information retrieval and version history”. In 18th International Conference on Computer and Information Technology (ICCIT), Dhaka,
Bangladesh, pp. 190-195. IEEE, 2015.

10. Sadia Khan Rupa, Faishal Yousuf, and Shanto Rahman. “Contrast Enhancement using Mode-Separate Histogram Equalization”. In 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT), pp. 1-6.
IEEE, 2019.

11. Md Mostafijur Rahman, Shanto Rahman, and Mohammad Shoyaib. “MCCT: a multi-channel complementary census transform for image classification”. Signal, Image and Video Processing 12, no. 2 (2018): 281-289.

12. Khalid Hussain, Shanto Rahman, Md Mostafijur Rahman, Shah Mostafa Khaled, M. Abdullah-Al Wadud, Muhammad Asif Hossain Khan, and Mohammad Shoyaib. “A histogram specification technique for dark image enhancement using a local
transformation method”. IPSJ Transactions on Computer Vision and Applications 10, no. 1 (2018): 3.

13. Md Mostafijur Rahman, Shanto Rahman, Rayhanur Rahman, Mainul Hossain, and Mohammad Shoyaib. “DTCTH: a discriminative local pattern descriptor for image classification”. EURASIP Journal on Image and Video Processing, no. 1 (2017):
30.

14. Shanto Rahman, Md Mostafijur Rahman, M. Abdullah-Al-Wadud, Golam Dastegir Al-Quaderi, and Mohammad Shoyaib. “An adaptive gamma correction for image enhancement”. EURASIP Journal on Image and Video Processing, no. 1 (2016): 35.

15. SM Sofiqul Islam, Shanto Rahman, Md Mostafijur Rahman, Emon Kumar Dey, and Mohammad Shoyaib. “Application of deep learning to computer vision: A comprehensive study”. In 5th International Conference on Informatics, Electronics and
Vision (ICIEV), Dhaka, Bangladesh, pp. 592- 597. IEEE, 2016.

16. Feroz Mahmud Amil, Shanto Rahman, Md Mostafijur Rahman, and Emon Kumar Dey. “Bilateral Histogram Equalization for Contrast Enhancement”. International Journal of Software Innovation (IJSI) 4, no. 4 (2016): 15-34.

17. Md Mostafijur Rahman, Shanto Rahman, Minhas Kamal, M. Abdullah-Al-Wadud, Emon Kumar Dey, and Mohammad Shoyaib. “Noise adaptive binary pattern for face image analysis”. In 18th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, pp. 390-395. IEEE, 2015.

18. Shanto Rahman, Md Mostafijur Rahman, Khalid Hussain, Shah Mostafa Khaled, and Mohammad Shoyaib. “Image enhancement in spatial domain: A comprehensive study”. In 17th International Conference on Computer and Information Technology (ICCIT), Dhaka, Bangladesh, pp. 368-373. IEEE, 2014.

19. Khalid Hussain, Shanto Rahman, Shah Mostofa Khaled, M. Abdullah-Al-Wadud, and Mohammad Shoyaib. “Dark image enhancement by locally transformed histogram”. In The 8th International Conference.

1. Travel Award from IEEECS Technical Committee of Software Engineering (TCSE) 2024

UT conference Travel Award for ICSE 2023

Cockrell School of Engineering Fellowship - University of Texas at Austin 2021-2022

Research Grant- University Grants Commission (UGC), Bangladesh 2019-2020

Research Grant- University Grants Commission (UGC), Bangladesh 2018-2019

Research Fellowship- Master of Science in Software Engineering 2015-2016

Ministry of Information and Communication Technology, Bangladesh

2. Best Paper Award-1st Prize Dec. 2015

3. 18th International Conference on Computer and Information Technology (ICCIT), IEEE
• Top Student Merit Award 2016

4. Kabi Sufia Kamal Hall, University of Dhaka, Bangladesh
• Merit Scholarship 2015

Dhaka University Alumni Association
• Merit Scholarship 2011

Mercantile Bank Ltd., Bangladesh
• Board Scholarship 2011

Secondary School Certificate (SSC), Jessore Board, Bangladesh
• Merit Scholarship 2006
Class Eight, Khulna Division, Bangladesh