SOTAVerified

Graph Similarity

Papers

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Showing 51–75 of 113 papers

TitleStatusHype
Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity.Code0
Fast and Scalable Complex Network Descriptor Using PageRank and Persistent Homology—0
Understanding Neural Architecture Search Techniques—0
Clique-Graph Matching by Preserving Global & Local Structure—0
Halting in Random Walk Kernels—0
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning—0
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning—0
CoSimGNN: Towards Large-scale Graph Similarity Computation—0
Hierarchical Graph Matching Networks for Deep Graph Similarity Learning—0
Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation—0
A Maximum Entropy approach to Massive Graph Spectra—0
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis—0
Bures-Wasserstein Means of Graphs—0
SimiNet: a Novel Method for Quantifying Brain Network Similarity—0
Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images—0
A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints—0
Learning Graph Edit Distance by Graph Neural Networks—0
A graph similarity for deep learning—0
Some Algorithms on Exact, Approximate and Error-Tolerant Graph Matching—0
SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation—0
SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network—0
More Interpretable Graph Similarity Computation via Maximum Common Subgraph Inference—0
Multi-Domain Evolutionary Optimization of Network Structures—0
Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SimGNNmse (10^-3)1.26—Unverified