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laplacian spectrum

5 papers

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Co-occurring keywords · papers mentioning both

learned positional encoding (1) edge distribution (1) graph manifold (1) connectivity (1) over-squashing (1) spectral graph sparsification (1) spectral attention (1) graph neural network (1) geometry processing (1) graph rewiring (1)

Papers

Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification ICML 2025 Rethinking Graph Transformers with Spectral Attention NeurIPS 2021 Isospectralization, or How to Hear Shape, Style, and Correspondence CVPR 2019 Semi-Supervised Learning with Adaptive Spectral Transform AISTATS 2016 Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling NeurIPS 2012