3 papers
cs.AI2025
Adaptive Multi-Agent Reasoning via Automated Workflow Generation
Humza Sami, Mubashir ul Islam, Pierre-Emmanuel Gaillardon +1
The rise of Large Reasoning Models (LRMs) promises a significant leap forward in language model capabilities, aiming to tackle increasingly sophisticated tasks with unprecedented e…
cs.AI2025
Nexus: A Lightweight and Scalable Multi-Agent Framework for Complex Tasks Automation
Humza Sami, Mubashir ul Islam, Samy Charas +3
Recent advancements in Large Language Models (LLMs) have substantially evolved Multi-Agent Systems (MASs) capabilities, enabling systems that not only automate tasks but also lever…
cs.AR2024
EDA-Aware RTL Generation with Large Language Models
Mubashir ul Islam, Humza Sami, Pierre-Emmanuel Gaillardon +1
Large Language Models (LLMs) have become increasingly popular for generating RTL code. However, producing error-free RTL code in a zero-shot setting remains highly challenging for…