Homomorphism Counts for Graph Neural Networks: All About That Basis

13 February 2024

Papers citing "Homomorphism Counts for Graph Neural Networks: All About That Basis"

5 / 5 papers shown

Title
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness Bohang Zhang Jingchu Gai Yiheng Du Qiwei Ye Di He Liwei Wang 41 33 0 16 Jan 2024
A Theoretical Comparison of Graph Neural Network Extensions Pál András Papp Roger Wattenhofer 92 45 0 30 Jan 2022
Graph Homomorphism Convolution Hoang NT Takanori Maehara 58 39 0 03 May 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 178 907 0 02 Mar 2020
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 154 1,748 0 02 Mar 2017