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Si-Tong Wei

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Octrees as an Explicit 3D Language

Ran Dan, Si-Tong Wei, Pengfei Xiong وآخرون · 2026

Existing 3D large language models (LLMs) compromise on two fronts: they compress shapes into latent codebook indices or coordinate text, which removes spatial structure from what the model observes, and they acquire the 3D modality by fine-tuning the backbone, which overwrites its general language ability. We present O …

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