Md. Ashraful Islam (মোঃ আশরাফুল ইসলাম)

Lecturer

Research Area:

Research Interest:

Machine Learning, Deep Learning, Natural Language Processing (NLP).

Academic Background:

M.Sc. in Computer Science and Engineering
2022-2025
Bangladesh University of Engineering and Technology.

B.Sc. in Computer Science and Engineering
2017-2022
Bangladesh University of Engineering and Technology.

HSC, 2016
Govt Azizul Haque College, Bogura.

SSC, 2014
Karatoa Multimedia School & College, Bogura.

Selected Publications:

Journal Papers:

1.	Md. Ashraful Islam and Mir Mahathir Mohammad and Sarkar Snigdha Sarathi Das and Mohammed Eunus Ali, A survey on deep learning based Point-of-Interest POI recommendations, Neurocomputing, 472, 306-325, 2022. [paper link]

Conference Papers:

1.	Md. Ashraful Islam, Mohammed Eunus Ali, Md Rizwan Parvez, CODESIM: Multi-Agent Code Generation and Problem Solving through Simulation-Driven Planning and Debugging, NAACL 2025 Findings, 2025. [paper link]
2.	Navid Bin Hasan, Md. Ashraful Islam, Junaed Younus Khan, Sanjida Senjik, Anindya Iqbal, Automatic High-Level Test Case Generation using Large Language Models, MSR 2025 Technical Track, 2025.
3.	Md. Ashraful Islam, Mohammed Eunus Ali, Md Rizwan Parvez, MapCoder: Multi-Agent Code Generation for Competitive Problem Solving, ACL 2024 Main Conference, 2024. [paper link]
4.	Adnan Quaium, Md. Ashraful Islam, M Sohel Rahman, ABM Alim Al Islam, Soft-Touch or Hard-Touch: Quantifying Touches through A New System Focusing on A Pool Touchpad Intended for Measuring Timing of Swimmers, 10 th International Conference on Networking, Systems and Security (NSysS) , 2023. [paper link]