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cs.AI2026
Org-Agent: Beyond Personal Assistants Towards Organizational Agents
Luyao Zhuang, Yujing Zhang, Zijin Hong +2
Language model agents serving organizations must coordinate requests from multiple users while using knowledge distributed across their interactions. We identify two complementary…
cs.AI2026
Graph-based Agent Memory: Taxonomy, Techniques, and Applications
Chang Yang, Chuang Zhou, Yilin Xiao +15
Memory emerges as the core module in the Large Language Model (LLM)-based agents for long-horizon complex tasks (e.g., multi-turn dialogue, game playing, scientific discovery), whe…