Search Results for author: Xuanzhou Liu

Found 2 papers, 2 papers with code

D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching

1 code implementation10 Jun 2023 Xuanzhou Liu, Lin Zhang, Jiaqi Sun, Yujiu Yang, Haiqin Yang

Subgraph matching is a fundamental building block for graph-based applications and is challenging due to its high-order combinatorial nature.

Combinatorial Optimization

Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks

1 code implementation23 May 2023 Peng Xu, Lin Zhang, Xuanzhou Liu, Jiaqi Sun, Yue Zhao, Haiqin Yang, Bei Yu

Neural architecture search (NAS) for Graph neural networks (GNNs), called NAS-GNNs, has achieved significant performance over manually designed GNN architectures.

Neural Architecture Search

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