Tianyu Xie

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Multimodal Models (1)Reasoning & Chain-of-Thought (1)

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Danyang Li (1)Yuxuan Li (1)Xin Zhang (1)Ming-Ming Cheng (1)

Papers (1)

Feb 24, 2026

2w ago

CrystaL: Spontaneous Emergence of Visual Latents in MLLMs

By aligning attention patterns between intact and corrupted image processing paths, CrystaL crystallizes task-relevant visual semantics in MLLM latent spaces without needing extra annotations.

Danyang Li, Yuxuan Li, Xin Zhang +2

Architecture Design (Transformers, SSMs, MoE)Multimodal Models Reasoning & Chain-of-Thought

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Tianyu Xie

Publication activitypapers/week, last 8 weeks

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Frequent co-authors

Papers (1)