Graph-Based Personalized Memory for LLM Agents: Representation, Evolution, Retrieval, and Evaluation

Dac Duy Anh Nguyen, Zhangchi Qiu, Shigeng Chen +1

Large Language Model (LLM) agents are evolving from single-session tools toward long-term personal assistants that must adapt to individual users across tasks, contexts, and intera…