Hierarchical Agglomerative Graph Clustering in Nearly-Linear Time Jun 10, 2021 Clustering Graph Clustering
— Unverified Vertex-Centric Visual Programming for Graph Neural Networks Jun 9, 2021 Graph Clustering Link Prediction
— Unverified DIGRAC: Digraph Clustering Based on Flow Imbalance Jun 9, 2021 Clustering Graph Clustering
Code Code Available Local Algorithms for Finding Densely Connected Clusters Jun 9, 2021 Clustering Graph Clustering
Code Code Available Local Algorithms for Estimating Effective Resistance Jun 7, 2021 Clustering Graph Clustering
— Unverified _2-norm Flow Diffusion in Near-Linear Time May 30, 2021 Clustering Graph Clustering
— Unverified A Comprehensive Survey on Community Detection with Deep Learning May 26, 2021 Clustering Community Detection
— Unverified Seeing All From a Few: Nodes Selection Using Graph Pooling for Graph Clustering Apr 30, 2021 All Clustering
— Unverified Seastar: vertex-centric programming for graph neural networks Apr 21, 2021 GPU Graph Clustering
— Unverified Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed Apr 8, 2021 Attribute Community Search
— Unverified Multilayer Graph Clustering with Optimized Node Embedding Mar 30, 2021 Clustering Graph Clustering
— Unverified Structure-Aware Face Clustering on a Large-Scale Graph with 10^7 Nodes Mar 24, 2021 Clustering Face Clustering
Code Code Available Learning a Proposal Classifier for Multiple Object Tracking Mar 14, 2021 Clustering Graph Clustering
Code Code Available Accurate Learning of Graph Representations with Graph Multiset Pooling Feb 23, 2021 Graph Classification Graph Clustering
Code Code Available Weighted Graph Nodes Clustering via Gumbel Softmax Feb 22, 2021 Clustering Graph Clustering
— Unverified Effective and Scalable Clustering on Massive Attributed Graphs Feb 7, 2021 Attribute Clustering
— Unverified Refining a -nearest neighbor graph for a computationally efficient spectral clustering Feb 6, 2021 Clustering Computational Efficiency
Code Code Available Calibrating and Improving Graph Contrastive Learning Jan 27, 2021 Contrastive Learning Graph Clustering
Code Code Available Generative hypergraph clustering: from blockmodels to modularity Jan 24, 2021 Clustering Community Detection
Code Code Available Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs Jan 21, 2021 Event Detection Feature Engineering
Code Code Available Asymmetric Semi-Nonnegative Matrix Factorization for Directed Graph Clustering Dec 31, 2020 Clustering Graph Clustering
Code Code Available Asymmetric Semi-Nonnegative Matrix Factorization for Directed Graph Clustering Dec 31, 2020 Clustering Graph Clustering
Code Code Available Polaratio: A magnitude-contingent monotonic correlation metric and its improvements to scRNA-seq clustering Dec 20, 2020 Clustering Graph Clustering
Code Code Available Semi-supervised Hyperspectral Image Classification with Graph Clustering Convolutional Networks Dec 20, 2020 Classification Clustering
— Unverified Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks Dec 16, 2020 Clustering Graph Clustering
Code Code Available Deep Fusion Clustering Network Dec 15, 2020 Attribute Clustering
Code Code Available Product Graph Learning from Multi-domain Data with Sparsity and Rank Constraints Dec 15, 2020 Clustering Graph Clustering
— Unverified GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Dec 10, 2020 Clustering General Classification
— Unverified Efficient model selection in switching linear dynamic systems by graph clustering Dec 8, 2020 Clustering Graph Clustering
— Unverified Mixed Membership Graph Clustering via Systematic Edge Query Nov 25, 2020 Clustering Community Detection
Code Code Available Higher-Order Spectral Clustering of Directed Graphs Nov 10, 2020 Clustering Graph Clustering
— Unverified Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Nov 1, 2020 Graph Clustering graph construction
— Unverified SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Oct 19, 2020 Clustering Graph Clustering
— Unverified Dirichlet Graph Variational Autoencoder Oct 9, 2020 Clustering Graph Clustering
Code Code Available Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering Sep 12, 2020 Clustering Graph Clustering
— Unverified Multiway p-spectral graph cuts on Grassmann manifolds Aug 30, 2020 Clustering Graph Clustering
— Unverified KCoreMotif: An Efficient Graph Clustering Algorithm for Large Networks by Exploiting k-core Decomposition and Motifs Aug 21, 2020 Clustering Graph Clustering
— Unverified BGC: Multi-Agent Group Belief with Graph Clustering Aug 20, 2020 Clustering Graph Clustering
— Unverified Balanced Order Batching with Task-Oriented Graph Clustering Aug 19, 2020 Clustering Deep Clustering
— Unverified Model-Free Optimal Control of Linear Multi-Agent Systems via Decomposition and Hierarchical Approximation Aug 14, 2020 Clustering Graph Clustering
— Unverified Sketching semidefinite programs for faster clustering Aug 10, 2020 Clustering Graph Clustering
— Unverified Scaling Graph Clustering with Distributed Sketches Jul 24, 2020 Clustering Graph Clustering
— Unverified Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation Jul 23, 2020 2D Human Pose Estimation Clustering
— Unverified IncNSA: Detecting communities incrementally from time-evolving networks based on node similarity Jul 16, 2020 Community Detection Dynamic Community Detection
Code Code Available Graph Clustering with Graph Neural Networks Jun 30, 2020 Attribute Clustering
— Unverified Laplacian Regularized Few-Shot Learning Jun 29, 2020 Clustering Few-Shot Image Classification
Code Code Available Laplacian Regularized Few-Shot Learning Jun 28, 2020 Clustering Few-Shot Image Classification
Code Code Available Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs Jun 18, 2020 Clustering Combinatorial Optimization
Code Code Available Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering Jun 15, 2020 Clustering Community Detection
Code Code Available Unsupervised Differentiable Multi-aspect Network Embedding Jun 7, 2020 Clustering Graph Clustering
Code Code Available 