98 citations · 190 across the 7 of their papers we have counts for
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cs.SI2022
Supervised Hypergraph Reconstruction
Yanbang Wang, Jon Kleinberg
We study an issue commonly seen with graph data analysis: many real-world complex systems involving high-order interactions are best encoded by hypergraphs; however, their datasets…
cs.LG2022★ 29 cited
Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning
Haoteng Yin, Muhan Zhang, Yanbang Wang +2
Subgraph-based graph representation learning (SGRL) has been recently proposed to deal with some fundamental challenges encountered by canonical graph neural networks (GNNs), and h…