Improving the Expressiveness of $K$-hop Message-Passing GNNs by
Injecting Contextualized Substructure Information

Improving the Expressiveness of $K$ -hop Message-Passing GNNs by Injecting Contextualized Substructure Information

27 June 2024

Yiongxu Wang

Kun Zhang

Shangsong Liang

Papers citing "Improving the Expressiveness of $K$-hop Message-Passing GNNs by Injecting Contextualized Substructure Information"

4 / 4 papers shown

Title
Graph Neural Networks with Learnable Structural and Positional Representations Vijay Prakash Dwivedi A. Luu T. Laurent Yoshua Bengio Xavier Bresson GNN 192 306 0 15 Oct 2021
Reconstruction for Powerful Graph Representations Leonardo Cotta Christopher Morris Bruno Ribeiro AI4CE 122 78 0 01 Oct 2021
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 229 1,935 0 09 Jun 2018
MoleculeNet: A Benchmark for Molecular Machine Learning Zhenqin Wu Bharath Ramsundar Evan N. Feinberg Joseph Gomes C. Geniesse Aneesh S. Pappu K. Leswing Vijay S. Pande OOD 159 1,766 0 02 Mar 2017