| A network approach to topic models | Aug 4, 2017 | Community DetectionModel Selection | CodeCode Available | 1 | 5 |
| Synergistic Graph Fusion via Encoder Embedding | Mar 31, 2023 | ClassificationGraph Embedding | CodeCode Available | 1 | 5 |
| Community Detection in Bipartite Networks with Stochastic Blockmodels | Jan 22, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 1 | 5 |
| Adaptive Universal Generalized PageRank Graph Neural Network | Jun 14, 2020 | GPRGraph Neural Network | 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 |
| 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 |
| Graph Attention Retrospective | Feb 26, 2022 | Graph AttentionNode Classification | CodeCode Available | 1 | 5 |
| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 | 5 |
| Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks | Dec 16, 2020 | ClusteringGraph Clustering | 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 |
| Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost | Oct 27, 2022 | Stochastic 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 |
| One-Hot Graph Encoder Embedding | Sep 27, 2021 | ClusteringGraph Embedding | CodeCode Available | 1 | 5 |
| MMSE of probabilistic low-rank matrix estimation: Universality with respect to the output channel | Jul 14, 2015 | Stochastic Block Model | CodeCode Available | 0 | 5 |
| Latent space models for multiplex networks with shared structure | Dec 28, 2020 | Stochastic Block Model | CodeCode Available | 0 | 5 |
| Modeling Sense Structure in Word Usage Graphs with the Weighted Stochastic Block Model | Aug 1, 2021 | Stochastic Block Model | CodeCode Available | 0 | 5 |
| Interactions in information spread: quantification and interpretation using stochastic block models | Apr 9, 2020 | Stochastic Block Model | CodeCode Available | 0 | 5 |
| Hierarchical community structure in networks | Sep 15, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block Models | Jan 1, 2024 | AttributeDimensionality Reduction | CodeCode Available | 0 | 5 |
| Joint Community Detection and Rotational Synchronization via Semidefinite Programming | May 13, 2021 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Graph Community Detection from Coarse Measurements: Recovery Conditions for the Coarsened Weighted Stochastic Block Model | Feb 25, 2021 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 | 5 |
| Reliable Time Prediction in the Markov Stochastic Block Model | Apr 9, 2020 | ClusteringCollaborative Filtering | CodeCode Available | 0 | 5 |
| Fast Network Community Detection with Profile-Pseudo Likelihood Methods | Nov 1, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization | Feb 13, 2021 | General ClassificationOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Evaluating Overfit and Underfit in Models of Network Community Structure | Feb 28, 2018 | Community DetectionDiagnostic | CodeCode Available | 0 | 5 |
| A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks | Jul 4, 2023 | Community Detectionimage-classification | CodeCode Available | 0 | 5 |
| Spectral Clustering for Directed Graphs via Likelihood Estimation on Stochastic Block Models | Mar 28, 2024 | ClusteringGraph Clustering | CodeCode Available | 0 | 5 |
| Merge-split Markov chain Monte Carlo for community detection | Mar 16, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| DiSC: Differential Spectral Clustering of Features | Nov 10, 2022 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
| Differentially-Private Hierarchical Clustering with Provable Approximation Guarantees | Jan 31, 2023 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
| Disentangling homophily, community structure and triadic closure in networks | Jan 7, 2021 | Community DetectionGraph Reconstruction | CodeCode Available | 0 | 5 |
| Assortative-Constrained Stochastic Block Models | Apr 21, 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 |
| A Semidefinite Relaxation Approach for Fair Graph Clustering | Oct 19, 2024 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Community and hyperedge inference in multiple hypergraphs | May 8, 2025 | Community DetectionHyperedge Prediction | 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 with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 | 5 |
| Clustering in Partially Labeled Stochastic Block Models via Total Variation Minimization | Nov 3, 2019 | 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 |
| Community recovery in non-binary and temporal stochastic block models | Aug 11, 2020 | Stochastic Block ModelTime Series | CodeCode Available | 0 | 5 |
| Almost exact recovery in noisy semi-supervised learning | Jul 29, 2020 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| Bayesian community detection for networks with covariates | Mar 4, 2022 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| Generative models for local network community detection | Apr 12, 2018 | Community DetectionLocal Community Detection | CodeCode Available | 0 | 5 |
| A Bayesian Method for Joint Clustering of Vectorial Data and Network Data | Oct 24, 2017 | Bayesian InferenceClustering | CodeCode Available | 0 | 5 |
| Perspectives and constraints on neural network models of neurobiological processes | Jul 2, 2022 | AnatomyCommunity Detection | CodeCode Available | 0 | 5 |
| Guarantees for Spectral Clustering with Fairness Constraints | Jan 24, 2019 | ClusteringFairness | CodeCode Available | 0 | 5 |
| Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks | Mar 30, 2019 | Community DetectionStochastic Block Model | CodeCode Available | 0 | 5 |
| An iterative clustering algorithm for the Contextual Stochastic Block Model with optimality guarantees | Dec 20, 2021 | ClusteringStochastic Block Model | CodeCode Available | 0 | 5 |
