19 citations · 20 across the 11 of their papers we have counts for
6 papers · 1 filter
Self-training for cross-centre coronary vessel segmentation in X-ray angiography using pre-contrast frame subtraction
Danial Moafi, Aida Moafi, Mostafa Aryafar +2
Deep learning models for coronary vessel segmentation in X-ray angiography often perform poorly on data from centres that were not represented in training. Apart from differences i…
Tracing Hallucinations in LLM Reasoning for UML Class Diagram Generation: An Empirical Taxonomy and Mitigation Study
Mojdeh Rahmanian, Foutse Khomh, Ashkan Sami +1
Large Language Models (LLMs) can generate UML class diagrams from natural language requirements, but hallucinations may compromise the correctness and completeness of the resulting…
Large Language Models for Software Engineering Diagrams: A Systematic Review of UML and ER modelling
Mojdeh Rahmanian, Ashkan Sami, Yanchao Yu
Large language models (LLMs) are increasingly applied to diagram-based software and data modelling. Among various modelling notations, UML and entity-relationship (ER) diagrams are…
AI Prototyper: A Figma Plugin for Decomposition-Based GUI Prototyping with LLMs
Tawatchai Salangsingha, Ashkan Sami, Md Zia Ullah +1
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 artif…
SYNAPSE: A Multi-LLM Orchestrated AI Tutor for Secure Software Development Education with Neurodivergent-First Design
Giusy Ferrara, Ashkan Sami
Developers who maintain real systems must continually recognise and remediate vulnerabilities in existing code, yet this skill is rarely trained directly: secure software developme…
What Do AI Agents Actually Change? An Empirical Taxonomy of Mutation Patterns in Performance-Improving Pull Requests
Illia Dovhoshliubnyi, Nima Soroush, Ashkan Sami +1
AI coding agents are black boxes: we cannot inspect how they generate code, but we can inspect what they change. This distinction matters for search-based software engineering (SBS…