Abstract: Highlights•CCL is proposed to handle hypergraph node classification problem.•CCL considers the contrast in each layer from GCN and HGCN.•CCL exploits the convolutional networks on the standard graph and hypergraph.•Experimental results demonstrate the superior performance of the proposed model.
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