| Distance Metric Learning using Graph Convolutional Networks: Application to Functional Brain Networks | Mar 7, 2017 | Graph SimilarityMetric Learning | CodeCode Available | 0 | 5 |
| Message Passing Graph Kernels | Aug 7, 2018 | Graph Similarity | CodeCode Available | 0 | 5 |
| Dynamic Vertex Replacement Grammars | Mar 21, 2023 | Graph Similarity | CodeCode Available | 0 | 5 |
| Quality Measures for Dynamic Graph Generative Models | Mar 3, 2025 | Graph SimilarityLEMMA | CodeCode Available | 0 | 5 |
| Learning Networks from Random Walk-Based Node Similarities | Jan 23, 2018 | Anomaly DetectionClustering | CodeCode Available | 0 | 5 |
| Label Efficient Semi-Supervised Learning via Graph Filtering | Jan 28, 2019 | General ClassificationGraph Similarity | CodeCode Available | 0 | 5 |
| MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation | Nov 4, 2023 | Graph Similarity | CodeCode Available | 0 | 5 |
| Rethinking Kernel Methods for Node Representation Learning on Graphs | Oct 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Learning-based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching | Sep 10, 2018 | ClusteringCombinatorial Optimization | CodeCode Available | 0 | 5 |
| A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening | Dec 1, 2019 | Graph Similarity | CodeCode Available | 0 | 5 |
| Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization | Mar 12, 2023 | DecoderDiversity | CodeCode Available | 0 | 5 |
| Image-to-Image Retrieval by Learning Similarity between Scene Graphs | Dec 29, 2020 | Graph SimilarityImage Retrieval | CodeCode Available | 0 | 5 |
| Inferring Networks From Random Walk-Based Node Similarities | Dec 1, 2018 | Anomaly DetectionClustering | CodeCode Available | 0 | 5 |
| Joint graph learning from Gaussian observations in the presence of hidden nodes | Dec 4, 2022 | Graph LearningGraph Similarity | CodeCode Available | 0 | 5 |
| Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications | May 30, 2018 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 | 5 |
| Covered Forest: Fine-grained generalization analysis of graph neural networks | Dec 10, 2024 | Graph SimilarityIsomorphism Testing | CodeCode Available | 0 | 5 |
| Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning | Jun 16, 2022 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation | Aug 16, 2018 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| MathLingBudapest: Concept Networks for Semantic Similarity | Jun 1, 2015 | Graph SimilaritySemantic Similarity | CodeCode Available | 0 | 5 |
| DDGK: Learning Graph Representations for Deep Divergence Graph Kernels | Apr 21, 2019 | Feature EngineeringGraph Attention | CodeCode Available | 0 | 5 |
| Neural Network Graph Similarity Computation Based on Graph Fusion | Feb 25, 2025 | Graph ClassificationGraph Similarity | CodeCode Available | 0 | 5 |
| HeGMN: Heterogeneous Graph Matching Network for Learning Graph Similarity | Mar 11, 2025 | Graph LearningGraph Matching | CodeCode Available | 0 | 5 |
| Graph-wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning | Dec 16, 2021 | Graph EmbeddingGraph Generation | CodeCode Available | 0 | 5 |
| Detecting drug-drug interactions using artificial neural networks and classic graph similarity measures | Mar 11, 2019 | Graph SimilarityLink Prediction | CodeCode Available | 0 | 5 |
| Graph similarity learning for change-point detection in dynamic networks | Mar 29, 2022 | Change Point DetectionFraud Detection | CodeCode Available | 0 | 5 |
