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Lian-Hui Qin

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#artificial intelligence Preprint Sep 2026

Code4Scene: Benchmarking Coding Agents for Constructing and Editing 3D Scenes

Frontier coding agents can now write and execute code that authors 3D environments, but whether they reliably understand 3D structure and precisely control scene state remains unclear. The generated 3D scene is a persistent, executable artifact: a convincing render can hide incorrect spatial relations, intersecting obj...

Xiao-Kang Ye, Siddhant Hitesh Mantri, Zi-Meng Chen et al. · 0 citations
#machine learning Preprint Sep 2026

Uni-LaDiR: Latent Diffusion Unifies Multimodal Reasoning

Unified Latent Diffusion Reasoner improves multimodal reasoning by weaving it into a single thread, where the model predicts successive thoughts in a common representation space.

Haoqiang Kang, Yi-Zhen Zhang, Nikki Lijing Kuang et al. · 0 citations

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