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Author

A. Sami

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Review Jul 2026

AI Prototyper: A Figma Plugin for Decomposition-Based GUI Prototyping with LLMs

Graphical user interface (GUI) prototyping remains a time-consuming activity that demands both design expertise and considerable manual effort. As GUI prototypes are non-code artifacts that evolve alongside requirements throughout the development cycle, automating their generation is directly relevant to software maint...

Tawatchai Salangsingha, A. Sami, Mohib Ullah et al. · 0 citations
Jul 2026

What Do AI Agents Actually Change? An Empirical Taxonomy of Mutation Patterns in Performance-Improving Pull Requests

This work classifies 1,254 performance-relevant diff hunks from 216 agent PRs, spanning five agent systems, against the 18-category syntactic mutation taxonomy of Even-Mendoza et al. (2025) using a dual-LLM intersection pipeline.

Illia Dovhoshliubnyi, Nima Soroush, A. Sami et al. · 0 citations
Review Jul 2026

Large Language Models for Software Engineering Diagrams: A Systematic Review of UML and ER modelling

This survey provides the first systematic synthesis of LLM-based diagram modelling research, highlighting needs for standardised benchmarks, stronger evaluation protocols, broader diagram coverage, and techniques for improving semantic reliability and multi-view consistency.

M. Rahmanian, A. Sami, Yanchao Yu · 0 citations

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