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Author

Minjun Kim

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#artificial intelligence Preprint Oct 2026

Strong Helps Weak: Directional Cross-Modal Alignment Transfer in Multi-modal LLMs

Multi-modal large language models (MLLMs) achieve strong modality understanding by pairing a large language model (LLM) with an encoder for a target modality such as vision, video, or audio. However, improving an MLLM's capability for a given modality typically requires additional training on large modality-specific da...

H. Seo, Byung Hyun Lee, Minjun Kim et al. · 0 citations
#natural language process... Preprint Sep 2026

Distribution-aware Language Neuron Identification in Multilingual Large Language Models

Distribution-aware Language Neuron selection is proposed, which leverages pairwise relationships between per-language activation distributions over the full activation range, including negative values, to quantify each neuron's language specificity by clustering languages using pairwise overlap coefficients between the...

Minjun Kim, Inho Won, Junghun Yuk et al. · 0 citations

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