Search Results for author: Yangmin Huang

Found 2 papers, 1 papers with code

BrainNPT: Pre-training of Transformer networks for brain network classification

no code implementations2 May 2023 Jinlong Hu, Yangmin Huang, Nan Wang, Shoubin Dong

In this paper, we focused on pre-training methods with Transformer networks to leverage existing unlabeled data for brain functional network classification.

Classification

Transformer and Snowball Graph Convolution Learning for Brain functional network Classification

1 code implementation28 Mar 2023 Jinlong Hu, Yangmin Huang, Shoubin Dong

In this paper, we proposed a novel Transformer and snowball encoding networks (TSEN) for brain functional network classification, which introduced Transformer architecture with graph snowball connection into GNNs for learning whole-graph representation.

Graph Classification

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