AFA: Identity-Aware Memory for Preventing Persona Confusion in Multi-User Dialogue. - Mohammad Al-Ratrout; Pavan Uttej Ravva; Shayla Sharmin; Aditya Raikwar; Ju Young Shin; Roghayeh Leila Barmaki (CoRR, 2026)