PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer

Author:

Ma Jiahong1ORCID,He Mingguo1ORCID,Wei Zhewei1ORCID

Affiliation:

1. Renmin University of China, Beijing, China

Funder

National Natural Science Foundation of China

Huawei-Renmin University joint program on Information Retrieval

National Science and Technology Major Project

Beijing Outstanding Young Scientist Program

Beijing Natural Science Foundation

Publisher

ACM

Reference51 articles.

1. Optuna

2. Deyu Bo, Chuan Shi, Lele Wang, and Renjie Liao. 2023. Specformer: Spectral Graph Neural Networks Meet Transformers. In ICLR.

3. Jinsong Chen Kaiyuan Gao Gaichao Li and Kun He. 2023. NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs. In ICLR.

4. Eli Chien Jianhao Peng Pan Li and Olgica Milenkovic. 2021. Adaptive Universal Generalized PageRank Graph Neural Network. In ICLR.

5. Krzysztof Marcin Choromanski, Valerii Likhosherstov, David Dohan, Xingyou Song, Andreea Gane, Tamás Sarlós, Peter Hawkins, Jared Quincy Davis, Afroz Mohiuddin, Lukasz Kaiser, David Benjamin Belanger, Lucy J. Colwell, and Adrian Weller. 2021. Rethinking Attention with Performers. In ICLR.

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