most citedThe Impact of LLM-Assistants on Software Developer Productivity: A Systematic Review and Mapping Study

5 citations · 5 across the 7 of their papers we have counts for

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cs.SE2026

At What Cost? Software Developers' Well-Being in the Age of GenAI

Mariam Guizani, Maduka Subasinghage, Sherlock A. Licorish +1

Generative Artificial Intelligence (GenAI) is rapidly reshaping software development, with growing emphasis on accelerating productivity and optimizing performance. However, excess…

cs.SE2026

An Empirical Analysis of Community and Coding Patterns in OSS4SG vs. Conventional OSS

Mohamed Ouf, Shayan Noei, Zeph Van Iterson +2

Open Source Software for Social Good (OSS4SG) projects aim to address critical societal challenges, such as healthcare access and community safety. Understanding the community dyna…

cs.SE2026

Do Good, Stay Longer? Temporal Patterns and Predictors of Newcomer-to-Core Transitions in Conventional OSS and OSS4SG

Mohamed Ouf, Amr Mohamed, Mariam Guizani

Open Source Software (OSS) sustainability relies on newcomers transitioning to core contributors, but this pipeline is broken, with most newcomers becoming inactive after initial c…

cs.SE2025

Why Do We Code? A Theory on Motivations and Challenges in Software Engineering from Education to Practice

Aaliyah Chang, Mariam Guizani, Brittany Johnson

Motivations and challenges jointly shape how individuals enter, persist, and evolve within software engineering (SE), yet their interplay remains underexplored across the transitio…

cs.SE2025

Reverse Engineering User Stories from Code using Large Language Models

Mohamed Ouf, Haoyu Li, Michael Zhang +1

User stories are essential in agile development, yet often missing or outdated in legacy and poorly documented systems. We investigate whether large language models (LLMs) can auto…

cs.SE2025

Towards Bridging Language Gaps in OSS with LLM-Driven Documentation Translation

Elijah Kayode Adejumo, Mariam Guizani, Fatemeh Vares +1

While open source communities attract diverse contributors across the globe, only a few open source software repositories provide essential documentation, such as ReadMe or CONTRIB…

cs.SE2025

From Commits to Confidence: Towards Stability-Informed Risk Assessment in Open Source Software

Elijah Kayode Adejumo, Mariam Guizani, Brittany Johnson

Open source software (OSS) generates trillions of dollars in economic value and has become essential to the technical infrastructures that power organizations worldwide. As these s…

cs.SE2025★ 5 cited

The Impact of LLM-Assistants on Software Developer Productivity: A Systematic Review and Mapping Study

Amr Mohamed, Maram Assi, Mariam Guizani

Large language model assistants (LLM-assistants) present new opportunities to transform software development. Developers are increasingly adopting these tools across tasks, includi…