Lixin Xiu

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Interpretability & Mechanistic Interp (1)Multimodal Models (1)

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Xufang Luo (1)Hideki Nakayama (1)

Papers (1)

Mar 31, 2026

3w ago

A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models

LVLMs aren't all that they seem: some lean heavily on language priors while others genuinely fuse vision and language, revealing surprisingly diverse strategies across model families.

Lixin Xiu, Xufang Luo, Hideki Nakayama

Eval Frameworks & Benchmarks Interpretability & Mechanistic Interp Multimodal Models

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Lixin Xiu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)