| Free Energy Node Embedding via Generalized Skip-gram with Negative Sampling | May 19, 2021 | ClusteringGPU | CodeCode Available | 0 |
| Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering | Apr 30, 2021 | AllClustering | —Unverified | 0 |
| Unsupervised Deep Manifold Attributed Graph Embedding | Apr 27, 2021 | ClusteringGraph Embedding | CodeCode Available | 0 |
| Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation | Apr 27, 2021 | Node Clustering | CodeCode Available | 0 |
| Permutation-Invariant Variational Autoencoder for Graph-Level Representation Learning | Apr 20, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks | Apr 16, 2021 | AttributeClustering | CodeCode Available | 1 |
| Variational Co-embedding Learning for Attributed Network Clustering | Apr 15, 2021 | AttributeClustering | —Unverified | 0 |
| Deepened Graph Auto-Encoders Help Stabilize and Enhance Link Prediction | Mar 21, 2021 | BenchmarkingClustering | CodeCode Available | 0 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 |
| Weighted Graph Nodes Clustering via Gumbel Softmax | Feb 22, 2021 | ClusteringGraph Clustering | —Unverified | 0 |
