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Graph Similarity

Papers

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Showing 1–50 of 113 papers

TitleStatusHype
Pieceformer: Similarity-Driven Knowledge Transfer via Scalable Graph Transformer in VLSI—0
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph RetrievalCode0
Neural Graduated Assignment for Maximum Common Edge Subgraphs—0
PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection—0
Flexible Graph Similarity Computation With A Proactive Optimization Strategy—0
Point Cloud Objective Quality: Benchmarking Features and Quality Evaluation—0
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering—0
From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles—0
Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks—0
HeGMN: Heterogeneous Graph Matching Network for Learning Graph SimilarityCode0
Quality Measures for Dynamic Graph Generative ModelsCode0
Neural Network Graph Similarity Computation Based on Graph FusionCode0
Graph Neural Networks for Databases: A Survey—0
Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation—0
A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints—0
GraSP: Simple yet Effective Graph Similarity PredictionsCode1
Covered Forest: Fine-grained generalization analysis of graph neural networksCode0
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning—0
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities—0
Efficient Graph Similarity Computation with Alignment RegularizationCode1
Multi-Domain Evolutionary Optimization of Network Structures—0
Exploring Weighted Property Approaches for RDF Graph Similarity Measure—0
Efficient Search in Graph Edit Distance: Metric Search Trees vs. Brute Force Verification—0
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor ClusteringCode1
Structure Your Data: Towards Semantic Graph CounterfactualsCode0
S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor ClusteringCode1
Do Similar Entities have Similar Embeddings?Code0
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance ComputationCode0
SALSA: Semantically-Aware Latent Space Autoencoder—0
Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images—0
Graph Edit Distance Learning via Different Attention—0
Graph-Level Embedding for Time-Evolving Graphs—0
Bures-Wasserstein Means of Graphs—0
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph ParsingCode1
Towards Writer Retrieval for Historical DatasetsCode1
Dynamic Vertex Replacement GrammarsCode0
Compressed Heterogeneous Graph for Abstractive Multi-Document SummarizationCode0
Learning Feature Recovery Transformer for Occluded Person Re-identificationCode1
Joint graph learning from Gaussian observations in the presence of hidden nodesCode0
Privacy-Preserved Neural Graph Similarity LearningCode0
More Interpretable Graph Similarity Computation via Maximum Common Subgraph Inference—0
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation LearningCode0
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity LearningCode0
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?—0
Graph similarity learning for change-point detection in dynamic networksCode0
Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity.Code0
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation LearningCode0
Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge DistillationCode1
SPA-GCN: Efficient and Flexible GCN Accelerator with an Application for Graph Similarity Computation—0
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Benchmark Results

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