← Search

Honglei Yan

3 accepted papers

2026

EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy

CVPR 2026

Humans constantly reason about 3D proximity, the relations between their body and surrounding objects, to guide perception and action in daily life. Whether multimodal large language models (MLLMs) can perform such embodied 3D reasoning remains unclear. To this end, we introduce EgoProx, a benchmark

Cited by 0SourceScholar
2026

MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second

CVPR 2026

We present MoVieS, a Motion-aware View Synthesis model that reconstructs 4D dynamic scenes from monocular videos in one second. It represents dynamic 3D scenes with pixel-aligned Gaussian primitives and explicitly supervises their time-varying motions. This allows, for the first time, the unified mo

Cited by 0SourcecodeScholar
2025

PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers

NeurIPS 2025poster

We introduce PartCrafter, the first structured 3D generative model that jointly synthesizes multiple semantically meaningful and geometrically distinct 3D meshes from a single RGB image. Unlike existing methods that either produce monolithic 3D shapes or follow two-stage pipelines, i.e. first segmen…

Cited by 0SourceScholar