| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Community Detection in the Hypergraph SBM: Exact Recovery Given the Similarity Matrix | Aug 23, 2022 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Lost in the Shuffle: Testing Power in the Presence of Errorful Network Vertex Labels | Aug 18, 2022 | SociologyStochastic Block Model | —Unverified | 0 |
| Minimax Rates for Robust Community Detection | Jul 25, 2022 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Perspectives and constraints on neural network models of neurobiological processes | Jul 2, 2022 | AnatomyCommunity Detection | CodeCode Available | 0 |
| Community Recovery in the Geometric Block Model | Jun 22, 2022 | Community Detectionmodel | —Unverified | 0 |
| Controllability of Coarsely Measured Networked Linear Dynamical Systems (Extended Version) | Jun 21, 2022 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Multi-Frequency Joint Community Detection and Phase Synchronization | Jun 16, 2022 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Sparse Subspace Clustering in Diverse Multiplex Network Model | Jun 15, 2022 | Clusteringmodel | —Unverified | 0 |
| Semi-Supervised Clustering of Sparse Graphs: Crossing the Information-Theoretic Threshold | May 24, 2022 | ClusteringCommunity Detection | —Unverified | 0 |
| Recurrent segmentation meets block models in temporal networks | May 19, 2022 | Stochastic Block Model | —Unverified | 0 |
| The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks | May 2, 2022 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| Effects of Graph Convolutions in Multi-layer Networks | Apr 20, 2022 | Node ClassificationStochastic Block Model | —Unverified | 0 |
| Spectral Algorithms Optimally Recover Planted Sub-structures | Mar 22, 2022 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Sparse random hypergraphs: Non-backtracking spectra and community detection | Mar 14, 2022 | Community DetectionDimensionality Reduction | CodeCode Available | 0 |
| Bayesian community detection for networks with covariates | Mar 4, 2022 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| On consistency of constrained spectral clustering under representation-aware stochastic block model | Mar 3, 2022 | ClusteringComputational Efficiency | —Unverified | 0 |
| Graph Attention Retrospective | Feb 26, 2022 | Graph AttentionNode Classification | CodeCode Available | 1 |
| Social Learning under Platform Influence: Consensus and Persistent Disagreement | Feb 25, 2022 | Stochastic Block Model | —Unverified | 0 |
| Exact Community Recovery over Signed Graphs | Feb 22, 2022 | Stochastic Block Model | —Unverified | 0 |
| Recovering Unbalanced Communities in the Stochastic Block Model With Application to Clustering with a Faulty Oracle | Feb 17, 2022 | ClusteringCommunity Detection | —Unverified | 0 |
| A Compressed Sensing Based Least Squares Approach to Semi-supervised Local Cluster Extraction | Feb 7, 2022 | Clusteringcompressed sensing | CodeCode Available | 0 |
| Differentially Private Community Detection for Stochastic Block Models | Jan 31, 2022 | Community DetectionComputational Efficiency | —Unverified | 0 |
| Learning with latent group sparsity via heat flow dynamics on networks | Jan 20, 2022 | Stochastic Block Model | —Unverified | 0 |
| Systematic assessment of the quality of fit of the stochastic block model for empirical networks | Jan 5, 2022 | Stochastic Block Model | CodeCode Available | 0 |
