3 papers
cs.IR2026
MemRec: Collaborative Memory-Augmented Agentic Recommender System
Weixin Chen, Yuhan Zhao, Jingyuan Huang +6
The evolution of recommender systems has shifted from traditional collaborative filtering to LLM-based agentic systems, which rely on semantic user and item memories to make predic…
cs.NI2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server
Xiang Zhang, Yongfeng Zhang
The internet is undergoing a historical transformation from the "Internet of Websites" to the "Internet of AgentSites." While traditional Websites served as the foundation for info…
cs.LG2025
AgentRec: Agent Recommendation Using Sentence Embeddings Aligned to Human Feedback
Joshua Park, Yongfeng Zhang
Multi-agent systems must decide which agent is the most appropriate for a given task. We propose a novel architecture for recommending which LLM agent out of many should perform a…