| Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation | Dec 1, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| funcGNN: A Graph Neural Network Approach to Program Similarity | Jul 26, 2020 | Code SearchGraph Embedding | CodeCode Available | 1 | 5 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| clDice - A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Jun 19, 2021 | Graph SimilaritySegmentation | CodeCode Available | 1 | 5 |
| GraSP: Simple yet Effective Graph Similarity Predictions | Dec 13, 2024 | Graph Similarity | CodeCode Available | 1 | 5 |
| Inferring Point Cloud Quality via Graph Similarity | May 31, 2020 | AllGraph Similarity | CodeCode Available | 1 | 5 |
| S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering | Jan 1, 2024 | ClusteringCPU | CodeCode Available | 1 | 5 |
| Convolutional Set Matching for Graph Similarity | Oct 23, 2018 | Graph Similarityset matching | CodeCode Available | 1 | 5 |
| Multilevel Graph Matching Networks for Deep Graph Similarity Learning | Jul 8, 2020 | Graph ClassificationGraph Matching | CodeCode Available | 1 | 5 |
| Efficient Graph Similarity Computation with Alignment Regularization | Jun 21, 2024 | Graph Similarity | CodeCode Available | 1 | 5 |
| Semantic Graph Based Place Recognition for 3D Point Clouds | Aug 26, 2020 | Graph MatchingGraph Similarity | CodeCode Available | 1 | 5 |
| clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation | Mar 16, 2020 | Graph SimilaritySegmentation | CodeCode Available | 1 | 5 |
| FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing | May 27, 2023 | Graph SimilarityHuman Judgment Correlation | CodeCode Available | 1 | 5 |
| S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering | Mar 14, 2024 | ClusteringCPU | CodeCode Available | 1 | 5 |
| Learning Feature Recovery Transformer for Occluded Person Re-identification | Jan 5, 2023 | Graph MatchingGraph Similarity | CodeCode Available | 1 | 5 |
| Towards Writer Retrieval for Historical Datasets | May 9, 2023 | Graph SimilarityReranking | CodeCode Available | 1 | 5 |
| Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering | Jun 18, 2021 | ClusteringGraph Similarity | CodeCode Available | 0 | 5 |
| Do Similar Entities have Similar Embeddings? | Dec 16, 2023 | Graph EmbeddingGraph Similarity | CodeCode Available | 0 | 5 |
| Tree++: Truncated Tree Based Graph Kernels | Feb 23, 2020 | Graph Similarity | CodeCode Available | 0 | 5 |
| CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning | May 30, 2022 | Collaborative FilteringGraph Classification | CodeCode Available | 0 | 5 |
| Scalable Spectral Clustering Using Random Binning Features | May 25, 2018 | Clusteringgraph construction | CodeCode Available | 0 | 5 |
| Structure Your Data: Towards Semantic Graph Counterfactuals | Mar 11, 2024 | counterfactualDescriptive | CodeCode Available | 0 | 5 |
| Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity | Apr 1, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| SCENIR: Visual Semantic Clarity through Unsupervised Scene Graph Retrieval | May 21, 2025 | counterfactualGraph Generation | CodeCode Available | 0 | 5 |
| Privacy-Preserved Neural Graph Similarity Learning | Oct 21, 2022 | Graph MatchingGraph Similarity | CodeCode Available | 0 | 5 |
| 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 |
