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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—0
clDice - A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
Towards Clustering-friendly Representations: Subspace Clustering via Graph FilteringCode0
Graph Similarity Description: How Are These Graphs Similar?—0
Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning—0
An Empirical Study of the Expressiveness of Graph Kernels and Graph Neural Networks—0
Graph-Graph Similarity Network—0
Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning—0
Some Algorithms on Exact, Approximate and Error-Tolerant Graph Matching—0
Image-to-Image Retrieval by Learning Similarity between Scene GraphsCode0
A graph similarity for deep learning—0
Node-Centric Graph Learning from Data for Brain State Identification—0
Semantic Graph Based Place Recognition for 3D Point CloudsCode1
Learning Graph Edit Distance by Graph Neural Networks—0
funcGNN: A Graph Neural Network Approach to Program SimilarityCode1
NASGEM: Neural Architecture Search via Graph Embedding Method—0
Multilevel Graph Matching Networks for Deep Graph Similarity LearningCode1
Feedback Graph Attention Convolutional Network for Medical Image Enhancement—0
Visual-Semantic Matching by Exploring High-Order Attention and Distraction—0
Inferring Point Cloud Quality via Graph SimilarityCode1
Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation—0
CoSimGNN: Towards Large-scale Graph Similarity Computation—0
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure SegmentationCode1
Tree++: Truncated Tree Based Graph KernelsCode0
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Benchmark Results

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