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Graph Similarity

Papers

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Showing 51–100 of 113 papers

TitleStatusHype
On the Limitations of Unsupervised Bilingual Dictionary Induction—0
Pieceformer: Similarity-Driven Knowledge Transfer via Scalable Graph Transformer in VLSI—0
PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities—0
PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection—0
A Case Based Reasoning Approach for Answer Reranking in Question Answering—0
Pyramid-based Summary Evaluation Using Abstract Meaning Representation—0
SALSA: Semantically-Aware Latent Space Autoencoder—0
SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning—0
Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis—0
SimiNet: a Novel Method for Quantifying Brain Network Similarity—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
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble—0
Transducing Sentences to Syntactic Feature Vectors: an Alternative Way to ``Parse''?—0
Understanding Neural Architecture Search Techniques—0
Visual-Semantic Matching by Exploring High-Order Attention and Distraction—0
Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity—0
Feedback Graph Attention Convolutional Network for Medical Image Enhancement—0
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?—0
Flexible Graph Similarity Computation With A Proactive Optimization Strategy—0
From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles—0
Graph-Based Approach to Recognizing CST Relations in Polish Texts—0
Graph Based Semi-Supervised Learning Approach for Tamil POS tagging—0
Graph Edit Distance Learning via Different Attention—0
Graph-Graph Similarity Network—0
Graph-Level Embedding for Time-Evolving Graphs—0
Graph Neural Networks for Databases: A Survey—0
Dynamic Vertex Replacement GrammarsCode0
Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and ApplicationsCode0
Learning Networks from Random Walk-Based Node SimilaritiesCode0
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance ComputationCode0
MathLingBudapest: Concept Networks for Semantic SimilarityCode0
Message Passing Graph KernelsCode0
Do Similar Entities have Similar Embeddings?Code0
Label Efficient Semi-Supervised Learning via Graph FilteringCode0
Rethinking Kernel Methods for Node Representation Learning on GraphsCode0
Learning-based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set MatchingCode0
SimGNN: A Neural Network Approach to Fast Graph Similarity ComputationCode0
Compressed Heterogeneous Graph for Abstractive Multi-Document SummarizationCode0
Weisfeiler-leman in the bamboo: Novel AMR graph metrics and a benchmark for AMR graph similarity.Code0
Scalable Spectral Clustering Using Random Binning FeaturesCode0
SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph RetrievalCode0
Neural Network Graph Similarity Computation Based on Graph FusionCode0
Structure Your Data: Towards Semantic Graph CounterfactualsCode0
Graph similarity learning for change-point detection in dynamic networksCode0
CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity LearningCode0
Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation LearningCode0
Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain NetworksCode0
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph ProximityCode0
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Benchmark Results

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