2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
EMNLP 2025
The rapid progress of Large Language Models has advanced agentic systems in decision-making, coordination, and task execution. Yet, existing agentic system generation frameworks lack full autonomy, missing from-scratch agent generation, self-optimizing agent functionality, and collaboration, limitin