| Fast and Scalable Complex Network Descriptor Using PageRank and Persistent Homology | Feb 12, 2020 | Graph Similarity | —Unverified | 0 |
| Deep Graph Similarity Learning: A Survey | Dec 25, 2019 | ClusteringGraph Similarity | —Unverified | 0 |
| A Maximum Entropy approach to Massive Graph Spectra | Dec 19, 2019 | Graph Similarity | —Unverified | 0 |
| A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening | Dec 1, 2019 | Graph Similarity | CodeCode Available | 0 |
| Rethinking Kernel Methods for Node Representation Learning on Graphs | Oct 6, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Hierarchical Graph Matching Networks for Deep Graph Similarity Learning | Sep 25, 2019 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| DDGK: Learning Graph Representations for Deep Divergence Graph Kernels | Apr 21, 2019 | Feature EngineeringGraph Attention | CodeCode Available | 0 |
| SPI-GCN: A Simple Permutation-Invariant Graph Convolutional Network | Apr 8, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity | Apr 1, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 |
| Understanding Neural Architecture Search Techniques | Mar 31, 2019 | Computational EfficiencyGraph Similarity | —Unverified | 0 |
| Detecting drug-drug interactions using artificial neural networks and classic graph similarity measures | Mar 11, 2019 | Graph SimilarityLink Prediction | CodeCode Available | 0 |
| Label Efficient Semi-Supervised Learning via Graph Filtering | Jan 28, 2019 | General ClassificationGraph Similarity | CodeCode Available | 0 |
| Inferring Networks From Random Walk-Based Node Similarities | Dec 1, 2018 | Anomaly DetectionClustering | CodeCode Available | 0 |
| Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis | Nov 2, 2018 | Graph Similarity | —Unverified | 0 |
| Convolutional Set Matching for Graph Similarity | Oct 23, 2018 | Graph Similarityset matching | CodeCode Available | 1 |
| Learning-based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching | Sep 10, 2018 | ClusteringCombinatorial Optimization | CodeCode Available | 0 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation | Aug 16, 2018 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Message Passing Graph Kernels | Aug 7, 2018 | Graph Similarity | CodeCode Available | 0 |
| Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications | May 30, 2018 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 |
| Scalable Spectral Clustering Using Random Binning Features | May 25, 2018 | Clusteringgraph construction | CodeCode Available | 0 |
| On the Limitations of Unsupervised Bilingual Dictionary Induction | May 9, 2018 | Graph SimilarityMachine Translation | —Unverified | 0 |
| Graph Based Semi-Supervised Learning Approach for Tamil POS tagging | May 1, 2018 | Graph SimilarityInformation Retrieval | —Unverified | 0 |
| Learning Networks from Random Walk-Based Node Similarities | Jan 23, 2018 | Anomaly DetectionClustering | CodeCode Available | 0 |
| DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model | Dec 10, 2017 | Graph ClassificationGraph Similarity | —Unverified | 0 |
| SimiNet: a Novel Method for Quantifying Brain Network Similarity | Sep 21, 2017 | Graph SimilarityObject Categorization | —Unverified | 0 |
