Author

Luyuan Zhang

Beijing Institute of Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:statistical model· 1

Frequent Co-Authors

Guoyuan YangiD· 1 shared Haotian Zhou· 1 shared Mufan Xue· 1 shared Tan Gao· 1 shared Yifei WangiD· 1 shared Yunjia Wang· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperNeuroscience

Guoyuan YangORCID

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1 paper

Recent·Most cited

SAIL: Sparse Autoencoders for Interpretable Alignment of Human Vision and Multimodal Large Language Models

Tan Gao, Luyuan Zhang, Yifei Wang, Yunjia Wang, Haotian Zhou, Mufan Xue, Guoyuan Yang

SAIL aligns human vision and MLLM representations using sparse autoencoders, revealing semantic alignment along the ventral visual pathway and action-related semantics in specific brain regions.

bioRxiv · Oct 6, 2026 · PreprintNeuroscience