APA (7th ed.) Citation

Xuan, Z., Wu, Y., Yan, Z., Namboodiri, V., & Yang, Y. (2026). After Talking with 1,000 Personas: Learning Preference-Aligned Proactive Assistants From Large-Scale Persona Interactions.

Chicago Style (17th ed.) Citation

Xuan, Ziyi, Yiwen Wu, Zhaoyang Yan, Vinod Namboodiri, and Yu Yang. After Talking with 1,000 Personas: Learning Preference-Aligned Proactive Assistants From Large-Scale Persona Interactions. 2026.

MLA (9th ed.) Citation

Xuan, Ziyi, et al. After Talking with 1,000 Personas: Learning Preference-Aligned Proactive Assistants From Large-Scale Persona Interactions. 2026.