conftrace_

spectral graph theory

28 papers

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Co-occurring keywords

graph neural network (3962) node classification (482) message passing (579) graph laplacian (109) representation learning (6206) graph signal processing (40) spectral method (204) graph convolution (183) graph theory (249) spectral clustering (305)

Papers

Quantum Algorithms for Spectral Sums AAAI 2026
Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025
Schur Nets: exploiting local structure for equivariance in higher order graph neural networks NIPS 2024
ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling CVPR 2024
Graph Neural Networks and Arithmetic Circuits NIPS 2024
Neural Intrinsic Embedding for Non-Rigid Point Cloud Matching CVPR 2023
Feature Expansion for Graph Neural Networks ICML 2023
Signed Laplacian Graph Neural Networks AAAI 2023
BASiS: Batch Aligned Spectral Embedding Space CVPR 2023
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks NIPS 2022
Power up! Robust Graph Convolutional Network via Graph Powering AAAI 2021
Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021
Fiedler Regularization: Learning Neural Networks with Graph Sparsity ICML 2020
Graph Coarsening with Preserved Spectral Properties AISTATS 2020
Digraph Inception Convolutional Networks NIPS 2020
Option Discovery in the Absence of Rewards with Manifold Analysis ICML 2020
A Unified Framework for Structured Graph Learning via Spectral Constraints JMLR 2020
Rotation Averaging and Strong Duality CVPR 2018
From which world is your graph NIPS 2017
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering NIPS 2016
Algorithms for Lipschitz Learning on Graphs COLT 2015
On the Convergence Rate of Decomposable Submodular Function Minimization NIPS 2014
The Bigraphical Lasso ICML 2013
The Generalized Laplacian Distance and Its Applications for Visual Matching CVPR 2013