Hui Liu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

Frequent co-authors

Juncheng Wu (1)Hardy Chen (1)Haoqin Tu (1)Xianfeng Tang (1)

Papers (1)

May 19, 2026

UC Santa Cruz3w ago·also Amazon Science, UCSC

From Seeing to Thinking: Decoupling Perception and Reasoning Improves Post-Training of Vision-Language Models

VLMs struggle more with *seeing* than *thinking*, and targeted pre-training on visual perception alone unlocks surprisingly large gains in downstream reasoning.

Juncheng Wu, Hardy Chen, Haoqin Tu +5

Computer Vision Multimodal Models Reasoning & Chain-of-Thought

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Hui Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)