Guangyao Shi

TGF-β1-SOX9 axis-inducible COL10A1 promotes invasion and metastasis in gastric cancer via epithelial-to-mesenchymal transition

Tingting Li, Haipeng Huang, Guangyao Shi et al. · Cell Death and Disease · 2018 · 182 citations · Full text

Dimensionality Reduction of Hyperspectral Imagery Based on Spatial–Spectral Manifold Learning

Hong Huang, Guangyao Shi, Haibo He et al. · IEEE Transactions on Cybernetics · 2019 · 165 citations · Full text

Graph Embedding, Image Analysis, Computer Vision +12

Multilayer Feature Fusion Network for Scene Classification in Remote Sensing

Kejie Xu, Hong Huang, Yuan Li et al. · IEEE Geoscience and Remote Sensing Letters · 2020 · 108 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Unsupervised Dimensionality Reduction for Hyperspectral Imagery via Local Geometric Structure Feature Learning

Guangyao Shi, Hong Huang, Lihua Wang · IEEE Geoscience and Remote Sensing Letters · 2019 · 81 citations

Local Neighborhood Structure, Image Analysis, Machine Learning +15

Two-stream feature aggregation deep neural network for scene classification of remote sensing images

Kejie Xu, Hong Huang, Peifang Deng et al. · Information Sciences · 2020 · 55 citations

Remote Sensing Images, Convolutional Neural Network, Image Classification +13