Author

Chunxu Guo

ShanghaiTech University

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

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Neuroscience· 2

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Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Assay:electronic health records· 2 Approach:contrastive learning· 1 Organism:human· 1 Approach:transformer / foundation model· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Edward F. ChangiD· 2 shared Jiawei LiiD· 2 shared Yuanning LiiD· 2 shared Chao ZhangiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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2 shared papersNeuroscience

Edward F. ChangORCID

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2 papers

Recent·Most cited

High-Fidelity Neural Speech Reconstruction through an Efficient Acoustic-Linguistic Dual-Pathway Framework

Jiawei Li, Chunxu Guo, Chao Zhang, Edward F. Chang, Yuanning Li

This paper introduces a dual-path framework for reconstructing high-fidelity speech from neural recordings, achieving high intelligibility with limited ECoG data.

bioRxiv · Sep 24, 2025Neuroscience

Natural speech re-synthesis from direct cortical recordings using a pre-trained encoder-decoder framework

Jiawei Li, Chunxu Guo, Edward F. Chang, Yuanning Li

This paper proposes a pre-trained encoder-decoder framework to re-synthesize natural speech from neural recordings, achieving a phoneme error rate of 28.6% and 71.6% word recognition.

bioRxiv · Dec 16, 2024 · PreprintNeuroscience