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Graph Similarity

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이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.

Pieceformer: Similarity-Driven Knowledge Transfer via Scalable Graph Transformer in VLSI

SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval

Neural Graduated Assignment for Maximum Common Edge Subgraphs

PNE-SGAN: Probabilistic NDT-Enhanced Semantic Graph Attention Network for LiDAR Loop Closure Detection

Flexible Graph Similarity Computation With A Proactive Optimization Strategy

Point Cloud Objective Quality: Benchmarking Features and Quality Evaluation

Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering

From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles

Adaptive Backdoor Attacks with Reasonable Constraints on Graph Neural Networks

HeGMN: Heterogeneous Graph Matching Network for Learning Graph Similarity

Quality Measures for Dynamic Graph Generative Models

Neural Network Graph Similarity Computation Based on Graph Fusion

Graph Neural Networks for Databases: A Survey

Circuit Diagram Retrieval Based on Hierarchical Circuit Graph Representation

A space-decoupling framework for optimization on bounded-rank matrices with orthogonally invariant constraints

GraSP: Simple yet Effective Graph Similarity Predictions

Covered Forest: Fine-grained generalization analysis of graph neural networks

SEGMN: A Structure-Enhanced Graph Matching Network for Graph Similarity Learning

PieClam: A Universal Graph Autoencoder Based on Overlapping Inclusive and Exclusive Communities

Multi-Domain Evolutionary Optimization of Network Structures

Efficient Graph Similarity Computation with Alignment Regularization

Exploring Weighted Property Approaches for RDF Graph Similarity Measure

Efficient Search in Graph Edit Distance: Metric Search Trees vs. Brute Force Verification

S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering

Structure Your Data: Towards Semantic Graph Counterfactuals

Do Similar Entities have Similar Embeddings?

MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation

SALSA: Semantically-Aware Latent Space Autoencoder

Learning Deformable 3D Graph Similarity to Track Plant Cells in Unregistered Time Lapse Images

Graph Edit Distance Learning via Different Attention

Graph-Level Embedding for Time-Evolving Graphs

Bures-Wasserstein Means of Graphs

FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing

Towards Writer Retrieval for Historical Datasets

Dynamic Vertex Replacement Grammars

Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization

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