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cs.AI2025
AutoMaAS: Self-Evolving Multi-Agent Architecture Search for Large Language Models
Bo Ma, Hang Li, ZeHua Hu +3
Multi-agent systems powered by large language models have demonstrated remarkable capabilities across diverse domains, yet existing automated design approaches seek monolithic solu…
cs.AI2025
AgentRec: Next-Generation LLM-Powered Multi-Agent Collaborative Recommendation with Adaptive Intelligence
Bo Ma, Hang Li, ZeHua Hu +3
Interactive conversational recommender systems have gained significant attention for their ability to capture user preferences through natural language interactions. However, exist…