Chunyu Sun

D Scene Understanding

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Multimodal Models (1)

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Ting Huang (1)Hao Tang (1)

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Apr 7, 2026

3w ago·also D Scene Understanding, XJTU

Let Geometry GUIDE: Layer-wise Unrolling of Geometric Priors in Multimodal LLMs

MLLMs struggle with spatial reasoning because they flatten geometric information too early; GUIDE fixes this by progressively injecting multi-granularity geometric priors into early layers, leading to substantial performance gains.

Ting Huang, Chunyu Sun, Hao Tang

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models

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Chunyu Sun

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)