Author
University of ManchesterORCID 0000-0002-1089-5472Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Haiping Liu, Qian Zhao, Lijing Lin A, Zhiyong Zou, Wenhao Cai, Jingyuan Sun, Yuxi Zhou, Mauricio A. Álvarez, Andrew P. Gilmore, Magnus Rattray, Alejandro Federico Frangi, Hongpeng Zhou
NexuST is a hierarchical foundation model for spatial transcriptomics that improves cell-type annotation and spatial prediction by integrating gene-level and cell-level modeling.
bioRxiv · Sep 28, 2026 · PreprintBioinformatics
Yifan Wang, Shaonan Wang, Wenhao Cai, George Ford, Yang Cui, Yunhao Zhang, Changde Du, Cunhang Fan, Jixing Li, Hongpeng Zhou, Hongyu Zhang, Quanying Liu, Wei Huang, Yizhuo Lu, Zijiao Chen, Jingyuan Sun
This paper surveys foundation models for non-invasive brain decoding, reviewing their applications and challenges in visual, language, and auditory domains.
bioRxiv · Apr 8, 2026 · PreprintNeuroscience
Wei Huang, Pengfei Yang, Ying Tang, Qin Fan, Hengjiang Li, Diwei Wu, Wei Ren, Sizhuo Wang, Yuhao Zhao, Jing Wang, Haoxiang Liu, Jingpeng Li, Yucheng Zhu, Bo Zhou, Jingyuan Sun, , Huafu Chen
This paper introduces a Visual Language Decoding Model (VLDM) that simultaneously decodes visual categories, semantic labels, and textual descriptions from neural data, achieving significant improvements over chance levels.
Information Fusion · Jul 4, 2024Peer-reviewedNeuroscience