Houqiang Li

MoTA: Cross-Modal Motion Transfer for Animating 3D Head Avatars via 2D Motion Tokens

We present MoTA , a cross-modal motion transfer framework that animates 3D head avatars using motion tokens extracted from 2D image pairs. Our method decodes these tokens into 3D motion features, which serve as key and query signals in a transformer that modulates the target trip...

Large language models as designers for autonomous research of anisotropic polymer thermocells

Flexible thermoelectric materials face a persistent trade-off between output power and mechanical robustness. Here, we report OmniMat, a large language model-driven framework that designs experimental protocols in a human-in-the-loop workflow without relying on structured task-sp...