From Strangers to Assistants: Fast Desire Alignment for Embodied Agent-User Adaptation. - Yuanfei Wang; Xinju Huang; Fangwei Zhong; Yaodong Yang 001; Yizhou Wang 001; Yuanpei Chen; Hao Dong 003 (CoRR, 2025)