| What Is Missing In Homophily? Disentangling Graph Homophily For Graph Neural Networks | Jun 27, 2024 | Stochastic Block Model | CodeCode Available | 1 |
| Examining the Effects of Degree Distribution and Homophily in Graph Learning Models | Jul 17, 2023 | BenchmarkingGraph Clustering | CodeCode Available | 1 |
| 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 |
| Synergistic Graph Fusion via Encoder Embedding | Mar 31, 2023 | ClassificationGraph Embedding | CodeCode Available | 1 |
| Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost | Oct 27, 2022 | Stochastic Block Model | CodeCode Available | 1 |
| MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian | Sep 1, 2022 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Graph Attention Retrospective | Feb 26, 2022 | Graph AttentionNode Classification | CodeCode Available | 1 |
| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 |
| One-Hot Graph Encoder Embedding | Sep 27, 2021 | ClusteringGraph Embedding | CodeCode Available | 1 |
| On the Universality of Graph Neural Networks on Large Random Graphs | May 27, 2021 | Stochastic Block Model | CodeCode Available | 1 |
| Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks | Dec 16, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Adaptive Universal Generalized PageRank Graph Neural Network | Jun 14, 2020 | GPRGraph Neural Network | CodeCode Available | 1 |
| Community Detection in Bipartite Networks with Stochastic Blockmodels | Jan 22, 2020 | Community DetectionStochastic Block Model | CodeCode Available | 1 |
| A network approach to topic models | Aug 4, 2017 | Community DetectionModel Selection | CodeCode Available | 1 |
| Effective Stimulus Propagation in Neural Circuits: Driver Node Selection | Jun 16, 2025 | Stochastic Block Model | —Unverified | 0 |
| Spectral clustering for dependent community Hawkes process models of temporal networks | May 28, 2025 | parameter estimationStochastic Block Model | —Unverified | 0 |
| Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs | May 21, 2025 | Stochastic Block Model | —Unverified | 0 |
| Partition-wise Graph Filtering: A Unified Perspective Through the Lens of Graph Coarsening | May 20, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Community and hyperedge inference in multiple hypergraphs | May 8, 2025 | Community DetectionHyperedge Prediction | CodeCode Available | 0 |
| Consensus on Open Multi-Agent Systems Over Graphs Sampled from Graphons | Mar 31, 2025 | Stochastic Block Model | —Unverified | 0 |
| Communities in the Kuramoto Model: Dynamics and Detection via Path Signatures | Mar 21, 2025 | Community DetectionStochastic Block Model | CodeCode Available | 0 |
| Multi-Agent Q-Learning Dynamics in Random Networks: Convergence due to Exploration and Sparsity | Mar 13, 2025 | Q-LearningStochastic Block Model | —Unverified | 0 |
| Statistical physics analysis of graph neural networks: Approaching optimality in the contextual stochastic block model | Mar 3, 2025 | Node ClassificationStochastic Block Model | —Unverified | 0 |
| Low degree conjecture implies sharp computational thresholds in stochastic block model | Feb 20, 2025 | Stochastic Block Model | —Unverified | 0 |
| Algorithmic contiguity from low-degree conjecture and applications in correlated random graphs | Feb 14, 2025 | Stochastic Block Model | —Unverified | 0 |
