
Polynormer is a polynomial-expressive graph transformer with linear complexity that outperforms state-of-the-art models on various graph datasets.


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polynormer-polynomial-expressive-graph-transformer-in-linear-time


Polynormer: Polynomial-Expressive Graph Transformer in Linear Time


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Polynormer introduces a polynomial-expressive graph transformer with linear complexity, achieving state-of-the-art results on various graph datasets.


polynormer-a-polynomial-expressive-graph-transformer-with-linear-complexity


Polynormer: A Polynomial-Expressive Graph Transformer with Linear Complexity



Polynormer is a novel polynomial-expressive graph transformer with linear complexity that outperforms state-of-the-art GNN and GT baselines on various datasets.


polynormer-polynomial-expressive-graph-transformer-in-linear-time-at-iclr-2024


Polynormer: Polynomial-Expressive Graph Transformer in Linear Time at ICLR 2024



Polynormer introduces a polynomial-expressive graph transformer with linear complexity, balancing expressivity and scalability. The model outperforms state-of-the-art GNN and GT baselines on various datasets.
