21 citations · 44 across the 5 of their papers we have counts for
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3 papers · 1 filter
cs.DM2022★ 21 cited
AEDNet: Adaptive Edge-Deleting Network For Subgraph Matching
Zixun Lan, Ye Ma, Limin Yu +2
Subgraph matching is to find all subgraphs in a data graph that are isomorphic to an existing query graph. Subgraph matching is an NP-hard problem, yet has found its applications i…
hep-ex2022★ 18 cited
Jet tagging algorithm of graph network with HaarPooling message passing
Fei Ma, Feiyi Liu, Wei Li
Recently methods of graph neural networks (GNNs) have been applied to solving the problems in high energy physics (HEP) and have shown its great potential for quark-gluon tagging w…
cs.LG2022★ 3 cited
More Interpretable Graph Similarity Computation via Maximum Common Subgraph Inference
Zixun Lan, Binjie Hong, Ye Ma +1
Graph similarity measurement, which computes the distance/similarity between two graphs, arises in various graph-related tasks. Recent learning-based methods lack interpretability,…