| Semi-supervised Community Detection via Structural Similarity Metrics | Jun 1, 2023 | Community DetectionRecommendation Systems | —Unverified | 0 |
| When Does Bottom-up Beat Top-down in Hierarchical Community Detection? | Jun 1, 2023 | ClusteringCommunity Detection | —Unverified | 0 |
| Reaching Kesten-Stigum Threshold in the Stochastic Block Model under Node Corruptions | May 17, 2023 | Community DetectionStochastic Block Model | —Unverified | 0 |
| 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 |
| Optimal and exact recovery on general non-uniform Hypergraph Stochastic Block Model | Apr 25, 2023 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Dynamic Mixed Membership Stochastic Block Model for Weighted Labeled Networks | Apr 12, 2023 | Stochastic Block Model | —Unverified | 0 |
| Synergistic Graph Fusion via Encoder Embedding | Mar 31, 2023 | ClassificationGraph Embedding | CodeCode Available | 1 |
| Signal processing on large networks with group symmetries | Mar 29, 2023 | Stochastic Block Model | —Unverified | 0 |
| Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering | Mar 21, 2023 | Community DetectionGraph Representation Learning | —Unverified | 0 |
| Neural-prior stochastic block model | Mar 17, 2023 | Community DetectionGraph Clustering | —Unverified | 0 |
| A pseudo-likelihood approach to community detection in weighted networks | Mar 10, 2023 | Community DetectionComputational Efficiency | —Unverified | 0 |
| rMultiNet: An R Package For Multilayer Networks Analysis | Feb 9, 2023 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| Differentially-Private Hierarchical Clustering with Provable Approximation Guarantees | Jan 31, 2023 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| Multilayer hypergraph clustering using the aggregate similarity matrix | Jan 27, 2023 | ClusteringStochastic Block Model | —Unverified | 0 |
| Concentration in Gossip Opinion Dynamics over Random Graphs | Jan 13, 2023 | Stochastic Block Model | —Unverified | 0 |
| Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables | Jan 8, 2023 | Community DetectionStochastic Block Model | —Unverified | 0 |
| Homophily modulates double descent generalization in graph convolution networks | Dec 26, 2022 | Graph LearningLearning Theory | CodeCode Available | 0 |
| A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks | Dec 21, 2022 | DenoisingStochastic Block Model | —Unverified | 0 |
| Learning Coherent Clusters in Weakly-Connected Network Systems | Nov 28, 2022 | ClusteringStochastic Block Model | —Unverified | 0 |
| DiSC: Differential Spectral Clustering of Features | Nov 10, 2022 | ClusteringStochastic Block Model | CodeCode Available | 0 |
| Scalable Spectral Clustering with Group Fairness Constraints | Oct 28, 2022 | ClusteringFairness | CodeCode Available | 0 |
| Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost | Oct 27, 2022 | Stochastic Block Model | CodeCode Available | 1 |
| Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel | Oct 18, 2022 | Node ClassificationStochastic Block Model | CodeCode Available | 0 |
| On Classification Thresholds for Graph Attention with Edge Features | Oct 18, 2022 | ClassificationGraph Attention | —Unverified | 0 |
| Serialized Interacting Mixed Membership Stochastic Block Model | Sep 16, 2022 | modelRecommendation Systems | CodeCode Available | 0 |
