SQLIFIX: Learning Based Approach to Fix SQL Injection Vulnerabilities in Source Code. - Mohammed Latif Siddiq; Md. Rezwanur Rahman Jahin; Mohammad Rafid Ul Islam; Rifat Shahriyar; Anindya Iqbal (SANER, 2021)

BERT-Based GitHub Issue Report Classification. - Mohammed Latif Siddiq; Joanna C. S. Santos (NLBSE, 2022)

An Empirical Study of Code Smells in Transformer-based Code Generation Techniques. - Mohammed Latif Siddiq; Shafayat H. Majumder; Maisha R. Mim; Sourov Jajodia; Joanna C. S. Santos (SCAM, 2022)

Shashthosheba: Dissecting Perception of Bangladeshi People towards Telemedicine Apps through the Lens of Features of the Apps. - Waqar Hassan Khan; Md. Al Imran; Ahmed Nafis Fuad; Mohammed Latif Siddiq; A. B. M. Alim Al Islam (CoRR, 2022)

Zero-shot Prompting for Code Complexity Prediction Using GitHub Copilot. - Mohammed Latif Siddiq; Abdus Samee; Sk Ruhul Azgor; Md. Asif Haider; Shehabul Islam Sawraz; Joanna C. S. Santos (NLBSE@ICSE, 2023)

Exploring the Effectiveness of Large Language Models in Generating Unit Tests. - Mohammed Latif Siddiq; Joanna C. S. Santos; Ridwanul Hasan Tanvir; Noshin Ulfat; Fahmid Al Rifat; Vinicius Carvalho Lopes (CoRR, 2023)

A Lightweight Framework for High-Quality Code Generation. - Mohammed Latif Siddiq; Beatrice Casey; Joanna C. S. Santos (CoRR, 2023)

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code. - Mohammed Latif Siddiq; Joanna C. S. Santos (CoRR, 2023)

Using Large Language Models to Generate JUnit Tests: An Empirical Study. - Mohammed Latif Siddiq; Joanna Cecilia da Silva Santos; Ridwanul Hasan Tanvir; Noshin Ulfat; Fahmid Al Rifat; Vinicius Carvalho Lopes (EASE, 2024)

Re(gEx|DoS)Eval: Evaluating Generated Regular Expressions and their Proneness to DoS Attacks. - Mohammed Latif Siddiq; Jiahao Zhang; Lindsay Roney; Joanna C. S. Santos (NIER@ICSE, 2024)

Understanding Regular Expression Denial of Service (ReDoS): Insights from LLM-Generated Regexes and Developer Forums. - Mohammed Latif Siddiq; Jiahao Zhang; Joanna Cecilia da Silva Santos (ICPC, 2024)

SALLM: Security Assessment of Generated Code. - Mohammed Latif Siddiq; Joanna Cecilia da Silva Santos; Sajith Devareddy; Anna Muller (ASE Workshops, 2024)

Quality Assessment of ChatGPT Generated Code and their Use by Developers. - Mohammed Latif Siddiq; Lindsay Roney; Jiahao Zhang; Joanna C. S. Santos (MSR, 2024)

Franc: A Lightweight Framework for High-Quality Code Generation. - Mohammed Latif Siddiq; Beatrice Casey; Joanna C. S. Santos (SCAM, 2024)

The Fault in our Stars: Quality Assessment of Code Generation Benchmarks. - Mohammed Latif Siddiq; Simantika Dristi; Joy Saha; Joanna C. S. Santos (SCAM, 2024)

Quality Assessment of Prompts Used in Code Generation. - Mohammed Latif Siddiq; Simantika Dristi; Joy Saha; Joanna C. S. Santos (CoRR, 2024)

Re(gEx|DoS)Eval: Evaluating Generated Regular Expressions and their Proneness to DoS Attacks. - Mohammed Latif Siddiq; Jiahao Zhang; Lindsay Roney; Joanna C. S. Santos (Zenodo, 2024)

Advancing Secure and Standard Source Code Generation Techniques. - Mohammed Latif Siddiq (ICSE Companion, 2025)

Code Comment Classification with Data Augmentation and Transformer-Based Models. - Mushfiqur Rahman; Mohammed Latif Siddiq (NLBSE@ICSE, 2025)

Large Language Models in Computer Science Education: A Systematic Literature Review. - Nishat Raihan; Mohammed Latif Siddiq; Joanna C. S. Santos; Marcos Zampieri (SIGCSE (1), 2025)