Poster "graph rewiring" Papers

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Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention

Tongzhou Liao, Barnabás Póczos

ICLR 2025arXiv:2407.05649

Joint Graph Rewiring and Feature Denoising via Spectral Resonance

Jonas Linkerhägner, Cheng Shi, Ivan Dokmanić

ICLR 2025arXiv:2408.07191

Memorization in Graph Neural Networks

Adarsh Jamadandi, Jing Xu, Adam Dziedzic et al.

NEURIPS 2025arXiv:2508.19352

REBIND: Enhancing Ground-state Molecular Conformation Prediction via Force-Based Graph Rewiring

Taewon Kim, Hyunjin Seo, Sungsoo Ahn et al.

The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited

Floriano Tori, Vincent Holst, Vincent Ginis

ICLR 2025arXiv:2407.09381

Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation

Hugo Attali, Davide Buscaldi, Nathalie Pernelle

PANDA: Expanded Width-Aware Message Passing Beyond Rewiring

Jeongwhan Choi, Sumin Parksumin, Hyowon Wi et al.

ICML 2024arXiv:2406.03671