Md Mahbubur Rahman

Md Mahbubur Rahman

Position
  • PhD Student
Md Mahbubur Rahman is a Ph.D. student in the Department of Computer Science at Iowa State University. His research focuses on AI for Code, Software Engineering, and Causal Deep Learning. He is currently working under the supervision of Dr. Wei Le to advance these fields through innovative research and development.

Contact

Social Media and Websites

Area of Expertise

  • AI for Code
  • Software Engineering
  • Causal Deep Learning

Education

  • B.Sc, Computer Science and Engineering, Jahangirnagar University, 2018

Publications

  1. Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le. “Towards Causal Deep Learning for Vulnerability Detection”, In Proceedings of the 46th International Conference on Software Engineering, ICSE ’24, Lisbon, Portugal, April 2024.
  2. Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le. “An Empirical Study of Deep Learning Models for Vulnerability Detection”, In Proceedings of the 45th International Conference on Software Engineering, ICSE ’23, Melbourne, Australia, May 2023.
  3. Md. Aktaruzzaman Pramanik, Md Mahbubur Rahman, ASM Iftekhar Anam, Amin Ahsan Ali, Md Ashraful Amin, A K M Mahbubur Rahman. “Modeling Traffic Congestion in Developing Countries using Google Maps Data”, in Proc. of the Future of Information and Communication Conference, 2021.
  4. Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Earl T. Barr, Wei Le “A Comprehensive Study of the Capabilities of Large Language Models for Vulnerability Detection”, https://arxiv.org/abs /2403.17218
  5. Benjamin Steenhoek, Md Mahbubur Rahman, Shaila Sharmin, Wei Le “Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection”, https://arxiv.org/abs/2311.04109