Author

Yacine Majdoub

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Preprint Sep 2026

Understanding and Mitigating Library-Related Issues in LLM-Generated Code

Software practitioners increasingly rely on Large Language Models (LLMs) to generate code that integrates external libraries. However, LLMs often produce incorrect library usage, such as invalid imports, outdated API calls, and hallucinated dependencies, leading to compilation or runtime failures that reduce the reliab...

Yacine Majdoub, Rinad Hamid, Eya Ben Charrada et al. · 0 citations

Preprint Sep 2026

ASAD: Adaptive Software Agents for Debugging

The integration of Large Language Models (LLMs) into multi-agent systems has shown great potential for automated debugging. Yet nearly all current frameworks rely on rigid, predefined architectures: the number of agents, their roles, and their interaction patterns are fixed before any analysis of the bug occurs. This o...

Yacine Majdoub, Eya Ben Charrada, Haifa Touati · 0 citations