conftrace_

over-squashing

9 papers

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Co-occurring keywords · papers mentioning both

over smoothing (4) message passing (3) underreaching (2) graph neural network (2) graph rewiring (2) connectivity (1) spectral graph sparsification (1) fidelity (1) features (1) centrality (1)

Papers

Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching ICML 2025 Improving the Effective Receptive Field of Message-Passing Neural Networks ICML 2025 Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification ICML 2025 PIORF: Physics-Informed Ollivier-Ricci Flow for Long–Range Interactions in Mesh Graph Neural Networks ICLR 2025 What Makes a Good Feedforward Computational Graph? ICML 2025 Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation ICML 2024 How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing ICML 2024 Multi-Track Message Passing: Tackling Oversmoothing and Oversquashing in Graph Learning via Preventing Heterophily Mixing ICML 2024 PANDA: Expanded Width-Aware Message Passing Beyond Rewiring ICML 2024