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唐厂's Projects

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Multi-view Spectral Clustering by Simultaneous Consensus Graph Learning and Discretization

cgl icon cgl

The code of paper "Consensus Graph Learning for Multi-view Clustering" accepted by IEEE TMM

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Accepted by IEEE Transactions on Cybernetics

dlrrpd icon dlrrpd

This repository is used for sharing the source code of Double low-rank representation with projection distance penalty for clustering

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

graph2mda icon graph2mda

Graph2MDA is an architecture based on the multi-mode attributed graph for identifing new microbe-drug association.

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The code of paper "High-order Correlation Preserved Incomplete Multi-view Subspace Clustering" accepted by IEEE TIP2022

ieee_tgrs_gcn icon ieee_tgrs_gcn

Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Classification, IEEE Trans. Geosci. Remote Sens., 2021, 59(7): 5966-5978.

ieee_tgrs_mdl-rs icon ieee_tgrs_mdl-rs

Danfeng Hong, Lianru Gao, Naoto Yokoya, Jing Yao, Jocelyn Chanussot, Qian Du, Bing Zhang. More Diverse Means Better: Multimodal Deep Learning Meets Remote Sensing Imagery Classification, IEEE TGRS, 2021, 59(5): 4340-4354.

ieee_tgrs_spectralformer icon ieee_tgrs_spectralformer

Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

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code for paper Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis

mcmle icon mcmle

Improved Normalized Cut for Multi-view Clustering

mgagr icon mgagr

Robust Unsupervised Feature Selection via Multi-Group Adaptive Graph Representation

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