2 papers
cs.AI2026
TRACE-Memory: Public-Conditioned Retrieval and Utility-Aware Evidence Admission for Personalized Generation
Jing Wang, Zhu Wang, Yifan Guo +2
Personalized generation systems retrieve user history by request--memory relevance and inject it into the model context. Yet relevant history may concern the wrong preference aspec…
cs.AI2026
Truth or Tribe: How In-group Favoritism Prioritize Facts in Persona Agents
Shijun Lei, Hongyu Wang, Yunji Liang +3
In-group favoritism refers to the phenomena of favoring members of one's in-group over out-group members and is widely observed in numerous social cooperative behaviors. Recently,…