| Inference and Visualization of Community Structure in Attributed Hypergraphs Using Mixed-Membership Stochastic Block Models | Jan 1, 2024 | AttributeDimensionality Reduction | CodeCode Available | 0 |
| Community Detection in High-Dimensional Graph Ensembles | Dec 6, 2023 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Auto-encoding GPS data to reveal individual and collective behaviour | Dec 1, 2023 | ManagementStochastic Block Model | —Unverified | 0 |
| Optimal Clustering of Discrete Mixtures: Binomial, Poisson, Block Models, and Multi-layer Networks | Nov 27, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Exact Recovery and Bregman Hard Clustering of Node-Attributed Stochastic Block Model | Oct 30, 2023 | AttributeClustering | —Unverified | 0 |
| Reinforcement Learning for SBM Graphon Games with Re-Sampling | Oct 25, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Restricted Tweedie Stochastic Block Models | Oct 17, 2023 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Non-backtracking Graph Neural Networks | Oct 11, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS | Oct 11, 2023 | Graph Neural NetworkStochastic Block Model | —Unverified | 0 |
| An Investigation of Representation and Allocation Harms in Contrastive Learning | Oct 2, 2023 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 0 |
| On the Power of SVD in the Stochastic Block Model | Sep 27, 2023 | ClusteringDimensionality Reduction | —Unverified | 0 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 |
| A stochastic block model for community detection in attributed networks | Aug 31, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Computational Lower Bounds for Graphon Estimation via Low-degree Polynomials | Aug 30, 2023 | Community DetectionGraphon Estimation | —Unverified | 0 |
| Gap-Free Clustering: Sensitivity and Robustness of SDP | Aug 29, 2023 | ClusteringGraph Clustering | —Unverified | 0 |
| Optimal Noise Reduction in Dense Mixed-Membership Stochastic Block Models under Diverging Spiked Eigenvalues Condition | Jul 26, 2023 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Consistent model selection in the spiked Wigner model via AIC-type criteria | Jul 24, 2023 | modelModel Selection | —Unverified | 0 |
| Nested stochastic block model for simultaneously clustering networks and nodes | Jul 18, 2023 | ClusteringStochastic Block Model | —Unverified | 0 |
| Examining the Effects of Degree Distribution and Homophily in Graph Learning Models | Jul 17, 2023 | BenchmarkingGraph Clustering | CodeCode Available | 1 |
| A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks | Jul 4, 2023 | Community Detectionimage-classification | CodeCode Available | 0 |
| Privacy-Preserving Community Detection for Locally Distributed Multiple Networks | Jun 27, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Revisiting Instance-Optimal Cluster Recovery in the Labeled Stochastic Block Model | Jun 18, 2023 | ClusteringStochastic Block Model | —Unverified | 0 |
| Structured Cooperative Learning with Graphical Model Priors | Jun 16, 2023 | modelStochastic Block Model | CodeCode Available | 0 |
| Information-Theoretic Limits and Strong Consistency on Binary Non-uniform Hypergraph Stochastic Block Models | Jun 12, 2023 | ClusteringStochastic Block Model | —Unverified | 0 |
| Optimal Inference in Contextual Stochastic Block Models | Jun 6, 2023 | Community DetectionNode Classification | —Unverified | 0 |
