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Achievement: StarstruckAchievement: Pull SharkAchievement: Arctic Code Vault Contributor

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mdrafiqulrabin/README.md

Hi There! 👋 🔭

I am keenly interested in AI/ML and Large Language Models (LLMs) for code intelligence and software engineering tasks. Currently, I am exploring methodologies to evaluate and enhance the transparency and safety of source code models. I obtained a Ph.D. in Computer Science at the University of Houston (under the supervision of Dr. Alipour). Visit my website for a detailed overview of my activities.

  • Area of Interest: Software Engineering, Machine Learning, Deep Learning, Program Analysis, Natural Language Processing.
  • Research Topics: Code Intelligence, LLMs for Code, Software Analysis & Testing, Explainable AI, and Safe AI.
  • Experienced in Python programming, PyTorch framework, and Large Language Models (LLMs) for software engineering tasks.
  • Publication on top-tier conferences and journals such as IST, ESEC/FSE, ASE, SANER, MAPS, ICMLA, SAC, etc.

[Website] [Google Scholar] [LinkedIn] [Twitter] [ResearchGate] [ORCiD]

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  1. tnpa-generalizability tnpa-generalizability Public

    IST'21 & SANER'22: Semantic-Preserving Program Transformations

    Java 31 7

  2. SIVAND SIVAND Public

    ESEC/FSE'21: Prediction-Preserving Program Simplification

    Python 10 3

  3. JavaTransformer JavaTransformer Public

    Program Transformation Tool for Java Methods

    Java 11 6

  4. CI-DD-Perses CI-DD-Perses Public

    MAPS(Co-PLDI)'22: DD/Perses with CI

    Python 2 3

  5. CI-Memorization CI-Memorization Public

    IST Journal 2023: Memorization and Generalization of CI Models

    Python 1 1

  6. UH-SERG/Experiment-for-Trojans UH-SERG/Experiment-for-Trojans Public

    Experimental repositories for poisoning code models and datasets.

    Python 1