3 papers
cs.SE2026
ASAD: Adaptive Software Agents for Debugging
Yacine Majdoub, Eya Ben Charrada, Haifa Touati
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, predefi…
cs.SE2026
Understanding and Mitigating Library-Related Issues in LLM-Generated Code
Yacine Majdoub, Rinad Hamid, Eya Ben Charrada +2
Software practitioners increasingly rely on Large Language Models (LLMs) to generate code that integrates external libraries. However, LLMs often produce incorrect library usage, s…
cs.SE2025
Towards Adaptive Software Agents for Debugging
Yacine Majdoub, Eya Ben Charrada, Haifa Touati
Using multiple agents was found to improve the debugging capabilities of Large Language Models. However, increasing the number of LLM-agents has several drawbacks such as increasin…