Generative hypergraph clustering: from blockmodels to modularity Jan 24, 2021 Clustering Community Detection
Code Code Available 5 IncNSA: Detecting communities incrementally from time-evolving networks based on node similarity Jul 16, 2020 Community Detection Dynamic Community Detection
Code Code Available 5 Node Identifiers: Compact, Discrete Representations for Efficient Graph Learning May 26, 2024 Computational Efficiency Graph Classification
Code Code Available 5 Flow-based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance Apr 20, 2020 Clustering Community Detection
Code Code Available 5 DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization Dec 20, 2023 Clustering Graph Clustering
Code Code Available 5 Federated Graph Classification over Non-IID Graphs Jun 25, 2021 Classification Clustering
Code Code Available 5 Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks Dec 16, 2020 Clustering Graph Clustering
Code Code Available 5 Minimizing Localized Ratio Cut Objectives in Hypergraphs Feb 21, 2020 Clustering Graph Clustering
Code Code Available 5 Laplacian Regularized Few-Shot Learning Jun 29, 2020 Clustering Few-Shot Image Classification
Code Code Available 5 Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs Jan 21, 2021 Event Detection Feature Engineering
Code Code Available 5 Laplacian Regularized Few-Shot Learning Jun 28, 2020 Clustering Few-Shot Image Classification
Code Code Available 5 Efficient graph convolution for joint node representation learning and clustering Feb 1, 2022 Clustering Graph Clustering
Code Code Available 5 Spectral Clustering with Graph Neural Networks for Graph Pooling Jun 30, 2019 Clustering Graph Classification
Code Code Available 5 RAMA: A Rapid Multicut Algorithm on GPU Sep 4, 2021 3D Instance Segmentation Clustering
Code Code Available 5 Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks May 20, 2019 Clustering Computational Efficiency
Code Code Available 5 Cluster-guided Contrastive Graph Clustering Network Jan 3, 2023 Clustering Contrastive Learning
Code Code Available 5 Simultaneous Linear Multi-view Attributed Graph Representation Learning and Clustering Feb 1, 2023 Clustering Graph Clustering
Code Code Available 5 Persistent Homological State-Space Estimation of Functional Human Brain Networks at Rest Jan 1, 2022 Clustering Graph Clustering
Code Code Available 5 Attributed Graph Clustering with Dual Redundancy Reduction Apr 18, 2022 Clustering Contrastive Learning
Code Code Available 5 CGC: Contrastive Graph Clustering for Community Detection and Tracking Apr 5, 2022 Clustering Community Detection
Code Code Available 5 Approximate sampling and estimation of partition functions using neural networks Sep 21, 2022 Clustering Graph Clustering
Code Code Available 5 A parameter-free graph reduction for spectral clustering and SpectralNet Feb 25, 2023 Clustering Graph Clustering
Code Code Available 5 Latent structure blockmodels for Bayesian spectral graph clustering Jul 4, 2021 Clustering Graph Clustering
Code Code Available 5 Clustering-based Image-Text Graph Matching for Domain Generalization Oct 4, 2023 Clustering Domain Generalization
Code Code Available 5 A Non-negative Symmetric Encoder-Decoder Approach for Community Detection Dec 24, 2019 Clustering Community Detection
Code Code Available 5 Adaptive Local Clustering over Attributed Graphs Mar 26, 2025 Attribute Clustering
Code Code Available 5 An Internal Validity Index Based on Density-Involved Distance Mar 22, 2019 Clustering Clustering Algorithms Evaluation
Code Code Available 5 Inferring Networks From Random Walk-Based Node Similarities Dec 1, 2018 Anomaly Detection Clustering
Code Code Available 5 Joint Graph Learning and Model Fitting in Laplacian Regularized Stratified Models May 4, 2023 Few-Shot Learning Graph Clustering
Code Code Available 5 Balancing the Tradeoff Between Clustering Value and Interpretability Dec 17, 2019 Clustering Graph Clustering
Code Code Available 5 Affinity Clustering: Hierarchical Clustering at Scale Dec 1, 2017 Clustering Graph Clustering
Code Code Available 5 Calibrating and Improving Graph Contrastive Learning Jan 27, 2021 Contrastive Learning Graph Clustering
Code Code Available 5 Balanced Multi-Relational Graph Clustering Jul 23, 2024 Clustering Contrastive Learning
Code Code Available 5 An ensemble based on a bi-objective evolutionary spectral algorithm for graph clustering Oct 8, 2018 Clustering Graph Clustering
Code Code Available 5 A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation Aug 10, 2024 Attribute Clustering
Code Code Available 5 Hippocluster: an efficient, hippocampus-inspired algorithm for graph clustering May 19, 2022 Clustering Community Detection
Code Code Available 5 Hierarchical Graph Clustering using Node Pair Sampling Jun 5, 2018 Clustering Graph Clustering
Code Code Available 5 GSCAN: Graph Stability Clustering for Applications With Noise Using Edge-Aware Excess-of-Mass Apr 17, 2024 Clustering Graph Clustering
Code Code Available 5 Hierarchical Position Embedding of Graphs with Landmarks and Clustering for Link Prediction Feb 13, 2024 Clustering Graph Clustering
Code Code Available 5 Incorporating User's Preference into Attributed Graph Clustering Mar 24, 2020 Attribute Clustering
Code Code Available 5 Attributed Graph Clustering via Adaptive Graph Convolution Jun 4, 2019 Clustering Community Detection
Code Code Available 5 AMOS: An Automated Model Order Selection Algorithm for Spectral Graph Clustering Sep 21, 2016 Clustering Graph Clustering
Code Code Available 5 Graph Fuzzy System: Concepts, Models and Algorithms Oct 30, 2022 Graph Classification Graph Clustering
Code Code Available 5 Graph Max Shift: A Hill-Climbing Method for Graph Clustering Nov 27, 2024 Clustering Graph Clustering
Code Code Available 5 Improving Social Awareness Through DANTE: A Deep Affinity Network for Clustering Conversational Interactants Jul 24, 2019 Clustering Graph Clustering
Code Code Available 5 Cross-Camera Data Association via GNN for Supervised Graph Clustering Oct 1, 2024 Clustering Graph Clustering
Code Code Available 5 Correlation Clustering with Same-Cluster Queries Bounded by Optimal Cost Aug 14, 2019 Clustering Graph Clustering
Code Code Available 5 Attributed Graph Clustering: A Deep Attentional Embedding Approach Jun 15, 2019 Clustering Decoder
Code Code Available 5 Correlation Clustering Algorithm for Dynamic Complete Signed Graphs: An Index-based Approach Jan 1, 2023 Clustering Graph Clustering
Code Code Available 5 Advanced Graph Clustering Methods: A Comprehensive and In-Depth Analysis Jul 12, 2024 Clustering Deep Learning
Code Code Available 5 