Two papers at HRI 2025: GRACE: Generalizing Robot-Assisted Caregiving with User Functionality Embeddings (led by Ziang Liu) and CART-MPC: Coordinating Assistive Devices for Robot-Assisted Transferring with Multi-Agent Model Predictive Control (led by Ruolin Ye).