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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

TitleStatusHype
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted MulticutsCode0
A 3D Convolutional Approach to Spectral Object Segmentation in Space and TimeCode0
NeuroCUT: A Neural Approach for Robust Graph PartitioningCode0
Learning Space Partitions for Nearest Neighbor SearchCode0
A Min-max Cult Algorithm for Graph Partitioning and Data ClusteringCode0
Neural Improvement Heuristics for Graph Combinatorial Optimization ProblemsCode0
Inductive Graph UnlearningCode0
Graph-Partitioning-Based Diffusion Convolutional Recurrent Neural Network for Large-Scale Traffic ForecastingCode0
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep LearningCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
GAP: Generalizable Approximate Graph Partitioning FrameworkCode0
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex HullsCode0
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement LearningCode0
Characterizing and comparing external measures for the assessment of cluster analysis and community detectionCode0
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph PartitioningCode0
Exploring Key Point Analysis with Pairwise Generation and Graph PartitioningCode0
Fine-tuning Partition-aware Item Similarities for Efficient and Scalable RecommendationCode0
A parameter-free graph reduction for spectral clustering and SpectralNetCode0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
Hierarchical Superpixel Segmentation via Structural Information TheoryCode0
Improving Coarsening Schemes for Hypergraph Partitioning by Exploiting Community StructureCode0
Ego-splitting Framework: from Non-Overlapping to Overlapping ClustersCode0
FairGP: A Scalable and Fair Graph Transformer Using Graph PartitioningCode0
Creating Multi-Level Skill Hierarchies in Reinforcement LearningCode0
BClean: A Bayesian Data Cleaning SystemCode0
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