Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power.

Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power

Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power | AI Trend Blend Graph Neural Networks · Journal of Machine Learning Research 26 (2025) 1–35 · 18 min read High-Order GNNs Were Too Expensive — Until These Compact Orthogonal Bases Changed the Game Jia He and Maggie X. Cheng from Illinois Institute of […]

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