conftrace_

graph signal processing

40 papers

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Also known as

GSP

Co-occurring keywords

graph neural network (3962) node classification (482) spectral analysis (239) wavelet transform (134) spectral method (204) graph signal (24) trend filtering (8) graph filter (11) spectral graph theory (28) message passing (579)

Papers

MORGAN: To Bridge Mixture of Experts and Spectral Graph Neural Network AAAI 2026
Designing Specialized Two-Dimensional Graph Spectral Filters for Spatial-Temporal Graph Modeling AAAI 2025
LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain IJCAI 2025
Collaborative likelihood-ratio estimation over graphs JMLR 2025
SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network AAAI 2024
BLIS-Net: Classifying and Analyzing Signals on Graphs AISTATS 2024
Graph Convolutions Enrich the Self-Attention in Transformers! NIPS 2024
Learning Cartesian Product Graphs with Laplacian Constraints AISTATS 2024
Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors NIPS 2024
FastMAC: Stochastic Spectral Sampling of Correspondence Graph CVPR 2024
Robust Offline Active Learning on Graphs NIPS 2024
WaveNet: Tackling Non-stationary Graph Signals via Graph Spectral Wavelets AAAI 2024
From Trainable Negative Depth to Edge Heterophily in Graphs NIPS 2023
GREAD: Graph Neural Reaction-Diffusion Networks ICML 2023
LogSpecT: Feasible Graph Learning Model from Stationary Signals with Recovery Guarantees NIPS 2023
Graph classification Gaussian processes via spectral features UAI 2023
Signed Laplacian Graph Neural Networks AAAI 2023
Adaptive Gaussian Processes on Graphs via Spectral Graph Wavelets AISTATS 2022
Learning Label Initialization for Time-Dependent Harmonic Extension. IJCAI 2022
Deep Graph Spectral Evolution Networks for Graph Topological Evolution AAAI 2021
Scalable and Explainable 1-Bit Matrix Completion via Graph Signal Learning AAAI 2021
Multi-Scale Anomaly Detection on Attributed Networks AAAI 2020
Tree-projected gradient descent for estimating gradient-sparse parameters on graphs COLT 2020
A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models AAAI 2020