Yuan Liu

A single trapped ion, acting as a qudit, can natively store an entire electronic manifold, enabling intra-ion transitions that compile directly to the ISA and outperform superconducting simulations by an order of magnitude.

PartLLM is introduced, a unified multimodal model that formulates 3D part segmentation as autoregressive semantic decomposition that supports text-guided part segmentation, interactive segmentation, and full-shape semantic decomposition with controllable granularity within a single model.