| Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost | Oct 27, 2022 | Stochastic Block Model | CodeCode Available | 1 | 5 |
| A network approach to topic models | Aug 4, 2017 | Community DetectionModel Selection | CodeCode Available | 1 | 5 |
| Adaptive Universal Generalized PageRank Graph Neural Network | Jun 14, 2020 | GPRGraph Neural Network | CodeCode Available | 1 | 5 |
| When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homophily Principle on Node Distinguishability | Apr 25, 2023 | Node ClassificationStochastic Block Model | CodeCode Available | 1 | 5 |
| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 | 5 |
| Community Detection in Bipartite Networks with Stochastic Blockmodels | Jan 22, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 1 | 5 |
| Examining the Effects of Degree Distribution and Homophily in Graph Learning Models | Jul 17, 2023 | BenchmarkingGraph Clustering | CodeCode Available | 1 | 5 |
| Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks | Dec 16, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 | 5 |
| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 | 5 |
| What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks | Jun 27, 2024 | Stochastic Block Model | CodeCode Available | 1 | 5 |
| Synergistic Graph Fusion via Encoder Embedding | Mar 31, 2023 | ClassificationGraph Embedding | CodeCode Available | 1 | 5 |
| On the Universality of Graph Neural Networks on Large Random Graphs | May 27, 2021 | Stochastic Block Model | CodeCode Available | 1 | 5 |
| One-Hot Graph Encoder Embedding | Sep 27, 2021 | ClusteringGraph Embedding | CodeCode Available | 1 | 5 |
| Graph Attention Retrospective | Feb 26, 2022 | Graph AttentionNode Classification | CodeCode Available | 1 | 5 |
| Disentangling homophily, community structure and triadic closure in networks | Jan 7, 2021 | Community DetectionGraph Reconstruction | CodeCode Available | 0 | 5 |
| DiSC: Differential Spectral Clustering of Features | Nov 10, 2022 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
| Efficiently inferring community structure in bipartite networks | Mar 12, 2014 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| CSA-Trans: Code Structure Aware Transformer for AST | Apr 7, 2024 | Code SummarizationStochastic Block Model | CodeCode Available | 0 | 5 |
| Community Detection with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 | 5 |
| Differentially-Private Hierarchical Clustering with Provable Approximation Guarantees | Jan 31, 2023 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
| Community recovery in non-binary and temporal stochastic block models | Aug 11, 2020 | Stochastic Block ModelTime Series | CodeCode Available | 0 | 5 |
| Perspectives and constraints on neural network models of neurobiological processes | Jul 2, 2022 | AnatomyCommunity Detection | CodeCode Available | 0 | 5 |
| Community detection in sparse time-evolving graphs with a dynamical Bethe-Hessian | Jun 3, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Community Detection in the Stochastic Block Model by Mixed Integer Programming | Jan 26, 2021 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Almost exact recovery in noisy semi-supervised learning | Jul 29, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
