graph partitioning

Graph Partitioning is generally the first step of distributed graph computing tasks. The targets are load-balance and minimizing the communication volume.

Papers

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Showing 26–50 of 208 papers

Title	Date	Tasks	Status	Score
Learning Space Partitions for Nearest Neighbor Search	Jan 24, 2019	General Classificationgraph partitioning	CodeCode Available	5
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time	Jul 5, 2019	ClusteringGPU	CodeCode Available	5
Neural Improvement Heuristics for Graph Combinatorial Optimization Problems	Jun 1, 2022	Combinatorial OptimizationGraph Neural Network	CodeCode Available	5
Local Motif Clustering via (Hyper)Graph Partitioning	May 11, 2022	Clusteringgraph partitioning	CodeCode Available	5
A Min-max Cult Algorithm for Graph Partitioning and Data Clustering	Aug 7, 2002	Clusteringgraph partitioning	CodeCode Available	5
PyTorch-BigGraph: A Large-scale Graph Embedding System	Mar 28, 2019	Graph Embeddinggraph partitioning	CodeCode Available	5
Improving Coarsening Schemes for Hypergraph Partitioning by Exploiting Community Structure	Jan 1, 2017	Community Detectiongraph partitioning	CodeCode Available	5
A parameter-free graph reduction for spectral clustering and SpectralNet	Feb 25, 2023	ClusteringGraph Clustering	CodeCode Available	5
Inductive Graph Unlearning	Apr 6, 2023	FairnessGraph Learning	CodeCode Available	5
Graph Construction using Principal Axis Trees for Simple Graph Convolution	Feb 22, 2023	graph constructionGraph Embedding	CodeCode Available	5
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex Hulls	Aug 14, 2023	Federated Learninggraph partitioning	CodeCode Available	5
GAP: Generalizable Approximate Graph Partitioning Framework	Mar 2, 2019	Clusteringgraph partitioning	CodeCode Available	5
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep Learning	Jan 24, 2018	CPUDeep Learning	CodeCode Available	5
Characterizing and comparing external measures for the assessment of cluster analysis and community detection	Feb 1, 2021	Community Detectiongraph partitioning	CodeCode Available	5
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning	Jun 10, 2024	Causal Discoverygraph partitioning	CodeCode Available	5
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement Learning	Nov 19, 2019	DecoderDeep Reinforcement Learning	CodeCode Available	5
Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters	Aug 13, 2017	ClusteringCommunity Detection	CodeCode Available	5
Distributed Graph Embedding with Information-Oriented Random Walks	Mar 28, 2023	CPUGraph Embedding	CodeCode Available	5
Distributed Evolutionary Graph Partitioning	Oct 3, 2011	graph partitioning	CodeCode Available	5
Graph-Partitioning-Based Diffusion Convolutional Recurrent Neural Network for Large-Scale Traffic Forecasting	Sep 24, 2019	graph partitioningManagement	CodeCode Available	5
Hierarchical Superpixel Segmentation via Structural Information Theory	Jan 13, 2025	graph constructiongraph partitioning	CodeCode Available	5
Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation	Jul 13, 2022	Collaborative FilteringData Augmentation	CodeCode Available	5
Approximate spectral clustering density-based similarity for noisy datasets	Feb 22, 2023	ClusteringGraph Clustering	CodeCode Available	5
Creating Multi-Level Skill Hierarchies in Reinforcement Learning	Jun 16, 2023	graph partitioningreinforcement-learning	CodeCode Available	5
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning	Apr 17, 2024	Argument Mininggraph partitioning	CodeCode Available	5

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