| Adaptive Graph Encoder for Attributed Graph Embedding | Jul 3, 2020 | ClusteringGraph Embedding | CodeCode Available | 1 |
| Sparse Randomized Shortest Paths Routing with Tsallis Divergence Regularization | Jul 1, 2020 | ClusteringNode Clustering | —Unverified | 0 |
| StructPool: Structured Graph Pooling via Conditional Random Fields | May 1, 2020 | ClusteringNode Clustering | CodeCode Available | 1 |
| Gossip and Attend: Context-Sensitive Graph Representation Learning | Mar 30, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Bipartite Link Prediction based on Topological Features via 2-hop Path | Mar 19, 2020 | ClusteringLink Prediction | —Unverified | 0 |
| Unsupervised Graph Embedding via Adaptive Graph Learning | Mar 10, 2020 | Clusteringgraph construction | —Unverified | 0 |
| A mixed clustering coefficient centrality for identifying essential proteins | Mar 7, 2020 | ClusteringNode Clustering | —Unverified | 0 |
| Network Clustering Via Kernel-ARMA Modeling and the Grassmannian The Brain-Network Case | Feb 18, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding | Feb 5, 2020 | ClusteringDiversity | CodeCode Available | 1 |
| Graph Neighborhood Attentive Pooling | Jan 28, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Simple and Effective Graph Autoencoders with One-Hop Linear Models | Jan 21, 2020 | ClusteringLink Prediction | CodeCode Available | 1 |
| Effective Decoding in Graph Auto-Encoder using Triadic Closure | Nov 26, 2019 | ClusteringDecoder | —Unverified | 0 |
| Heterogeneous Deep Graph Infomax | Nov 19, 2019 | ClassificationClustering | CodeCode Available | 0 |
| Is Performance of Scholars Correlated to Their Research Collaboration Patterns? | Nov 5, 2019 | Community DetectionGraph Embedding | CodeCode Available | 0 |
| Randomized Shortest Paths with Net Flows and Capacity Constraints | Oct 4, 2019 | ClusteringNode Clustering | —Unverified | 0 |
| Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks | Oct 2, 2019 | ClusteringLink Prediction | CodeCode Available | 1 |
| Unsupervised Learning of Node Embeddings by Detecting Communities | Sep 25, 2019 | ClusteringNode Classification | —Unverified | 0 |
| RWR-GAE: Random Walk Regularization for Graph Auto Encoders | Aug 12, 2019 | ClusteringGraph Clustering | CodeCode Available | 0 |
| Attributed Graph Clustering: A Deep Attentional Embedding Approach | Jun 15, 2019 | ClusteringDecoder | CodeCode Available | 0 |
| Brain-Network Clustering via Kernel-ARMA Modeling and the Grassmannian | Jun 5, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| Relation Structure-Aware Heterogeneous Information Network Embedding | May 15, 2019 | ClusteringLink Prediction | —Unverified | 0 |
| Search Efficient Binary Network Embedding | Jan 14, 2019 | AttributeNetwork Embedding | CodeCode Available | 0 |
| Attributed Network Embedding via Subspace Discovery | Jan 14, 2019 | AttributeClustering | CodeCode Available | 0 |
| Learning Graph Embedding with Adversarial Training Methods | Jan 4, 2019 | ClusteringDecoder | —Unverified | 0 |
| OrthoNet: Multilayer Network Data Clustering | Nov 2, 2018 | ClusteringGraph Clustering | —Unverified | 0 |