On the Equivalence between Positional Node Embeddings and Structural
Graph Representations

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On the Equivalence between Positional Node Embeddings and Structural Graph Representations

1 October 2019

Balasubramaniam Srinivasan

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Papers citing "On the Equivalence between Positional Node Embeddings and Structural Graph Representations"

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Title
Graph Neural Networks for Graph Drawing Matteo Tiezzi Gabriele Ciravegna Marco Gori 91 21 0 21 Sep 2021
A pipeline for fair comparison of graph neural networks in node classification tasks Wentao Zhao Dalin Zhou X. Qiu Wei Jiang 62 5 0 19 Dec 2020
A Generalization of Transformer Networks to Graphs Vijay Prakash Dwivedi Xavier Bresson AI4CE 119 768 0 17 Dec 2020
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning Pan Li Yanbang Wang Hongwei Wang J. Leskovec GNN 101 12 0 31 Aug 2020
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification Zhibin Lu Pan Du J. Nie 101 126 0 12 Apr 2020
A Collective Learning Framework to Boost GNN Expressiveness Mengyue Hang Jennifer Neville Bruno Ribeiro AI4CE 125 4 0 26 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 643 958 0 02 Mar 2020
GLEE: Geometric Laplacian Eigenmap Embedding Leo Torres Kevin S. Chan Tina Eliassi-Rad 40 26 0 23 May 2019