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graph sparsification

18 papers

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Co-occurring keywords

graph coarsening (22) graph neural network (3962) spectral method (204) shortest path (42) node classification (482) spectral sparsification (3) spectral approximation (15) network pruning (183) graph laplacian (109) lottery ticket hypothesis (104)

Papers

A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation IJCAI 2024
Why the Metric Backbone Preserves Community Structure NIPS 2024
Robust Offline Active Learning on Graphs NIPS 2024
Faster Spectral Density Estimation and Sparsification in the Nuclear Norm (Extended Abstract) COLT 2024
Augmented Sparsifiers for Generalized Hypergraph Cuts JMLR 2023
Principle of relevant information for graph sparsification UAI 2022
Early-Bird GCNs: Graph-Network Co-optimization towards More Efficient GCN Training and Inference via Drawing Early-Bird Lottery Tickets AAAI 2022
Spectral vertex sparsifiers and pair-wise spanners over distributed graphs ICML 2021
A Unified Lottery Ticket Hypothesis for Graph Neural Networks ICML 2021
Taskography: Evaluating robot task planning over large 3D scene graphs CORL 2021
Nearly Linear Row Sampling Algorithm for Quantile Regression ICML 2020
Robust Graph Representation Learning via Neural Sparsification ICML 2020
Graph Reduction with Spectral and Cut Guarantees JMLR 2019
On Differentially Private Graph Sparsification and Applications NIPS 2019
Improved Dynamic Graph Learning through Fault-Tolerant Sparsification ICML 2019
A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening NIPS 2019
Nonlinear Graph Sparsification for SLAM RSS 2014
See the Tree Through the Lines: The Shazoo Algorithm NIPS 2011