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Jia-Rui Jin

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#machine learning Preprint Sep 2026

Latent-Aligned Reasoning for Multimodal Recommendation

LARK (Latent-Aligned Reasoning frameworK), a two-stage latent reasoning framework with complementary alignment mechanisms within a single VLM, achieves state-of-the-art performance across multiple recommendation architectures, with controlled ablations confirming the distinct contribution of each component.

Jia-Rui Jin, An-Ya Ji · 0 citations

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