| Road Network Reconstruction from Satellite Images with Machine Learning Supported by Topological Methods | Sep 15, 2019 | BIG-bench Machine LearningGraph Reconstruction | —Unverified | 0 |
| DynWalks: Global Topology and Recent Changes Awareness Dynamic Network Embedding | Jul 27, 2019 | Graph ReconstructionLink Prediction | CodeCode Available | 1 |
| Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank | Jun 17, 2019 | CPUGraph Reconstruction | —Unverified | 0 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 |
| Marginalized Latent Semantic Encoder for Zero-Shot Learning | Jun 1, 2019 | Graph ReconstructionZero-Shot Learning | —Unverified | 0 |
| GLEE: Geometric Laplacian Eigenmap Embedding | May 23, 2019 | Graph EmbeddingGraph Reconstruction | CodeCode Available | 0 |
| Generative Graph Convolutional Network for Growing Graphs | Mar 6, 2019 | Graph GenerationGraph Reconstruction | —Unverified | 0 |
| Empirical effect of graph embeddings on fraud detection/ risk mitigation | Mar 5, 2019 | Fraud DetectionGraph Embedding | —Unverified | 0 |
| DynamicGEM: A Library for Dynamic Graph Embedding Methods | Nov 26, 2018 | Dynamic graph embeddingGeneral Classification | CodeCode Available | 0 |
| Node Representation Learning for Directed Graphs | Oct 22, 2018 | General ClassificationGraph Reconstruction | —Unverified | 0 |
| Can GAN Learn Topological Features of a Graph? | Jul 19, 2017 | Graph Reconstruction | —Unverified | 0 |
| Information Theoretic Optimal Learning of Gaussian Graphical Models | Mar 15, 2017 | Graph Reconstruction | —Unverified | 0 |
| On Graph Reconstruction via Empirical Risk Minimization: Fast Learning Rates and Scalability | Dec 1, 2016 | ClusteringGraph Reconstruction | —Unverified | 0 |
