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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 151–200 of 208 papers

TitleStatusHype
Improved Image Boundaries for Better Video Segmentation—0
Incorporating Road Networks into Territory Design—0
Integrating Graph Partitioning and Matching for Trajectory Analysis in Video Surveillance—0
Joint Optimization of Scheduling and Routing in Multicast Wireless Ad-Hoc Network Using Soft Graph Coloring and Non-linear Cubic Games—0
Joint Semantic Instance Segmentation on Graphs with the Semantic Mutex Watershed—0
Kernel k-Groups via Hartigan's Method—0
Large Scale Training of Graph Neural Networks for Optimal Markov-Chain Partitioning Using the Kemeny Constant—0
Distributed Evolutionary Graph PartitioningCode0
Distributed Graph Embedding with Information-Oriented Random WalksCode0
A Min-max Cult Algorithm for Graph Partitioning and Data ClusteringCode0
Think Locally, Act Globally: Perfectly Balanced Graph PartitioningCode0
Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph ClusteringCode0
Improving Coarsening Schemes for Hypergraph Partitioning by Exploiting Community StructureCode0
A parameter-free graph reduction for spectral clustering and SpectralNetCode0
Inductive Graph UnlearningCode0
Parallel Graph Partitioning for Complex NetworksCode0
Fine-tuning Partition-aware Item Similarities for Efficient and Scalable RecommendationCode0
Intel nGraph: An Intermediate Representation, Compiler, and Executor for Deep LearningCode0
PGT-I: Scaling Spatiotemporal GNNs with Memory-Efficient Distributed TrainingCode0
Ego-splitting Framework: from Non-Overlapping to Overlapping ClustersCode0
Revisiting Surgical Instrument Segmentation Without Human Intervention: A Graph Partitioning ViewCode0
Robust Fair Clustering: A Novel Fairness Attack and Defense FrameworkCode0
Towards Faster Graph Partitioning via Pre-training and Inductive InferenceCode0
Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph PartitioningCode0
Exploring Key Point Analysis with Pairwise Generation and Graph PartitioningCode0
PyTorch-BigGraph: A Large-scale Graph Embedding SystemCode0
FairGP: A Scalable and Fair Graph Transformer Using Graph PartitioningCode0
Learning Spatial Context with Graph Neural Network for Multi-Person Pose GroupingCode0
Learning Space Partitions for Nearest Neighbor SearchCode0
DistDGL: Distributed Graph Neural Network Training for Billion-Scale GraphsCode0
Federated Classification in Hyperbolic Spaces via Secure Aggregation of Convex HullsCode0
BClean: A Bayesian Data Cleaning SystemCode0
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted MulticutsCode0
Local Motif Clustering via (Hyper)Graph PartitioningCode0
Scalable Gromov-Wasserstein Learning for Graph Partitioning and MatchingCode0
A 3D Convolutional Approach to Spectral Object Segmentation in Space and TimeCode0
GAP: Generalizable Approximate Graph Partitioning FrameworkCode0
Generalizable Resource Allocation in Stream Processing via Deep Reinforcement LearningCode0
Random Projection Forest Initialization for Graph Convolutional NetworksCode0
Demystifying Distributed Training of Graph Neural Networks for Link PredictionCode0
Random projection tree similarity metric for SpectralNetCode0
Approximate spectral clustering with eigenvector selection and self-tuned kCode0
Approximate spectral clustering density-based similarity for noisy datasetsCode0
Graph Construction using Principal Axis Trees for Simple Graph ConvolutionCode0
Towards the efficacy of federated prediction for epidemics on networksCode0
Deep Spectral Improvement for Unsupervised Image Instance SegmentationCode0
Creating Multi-Level Skill Hierarchies in Reinforcement LearningCode0
Refining a k-nearest neighbor graph for a computationally efficient spectral clusteringCode0
Refining a -nearest neighbor graph for a computationally efficient spectral clusteringCode0
A random-key GRASP for combinatorial optimizationCode0
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