Weisfeiler Leman for Euclidean Equivariant Machine Learning

4 February 2024

Papers citing "Weisfeiler Leman for Euclidean Equivariant Machine Learning"

6 / 6 papers shown

Title
On the Expressive Power of Sparse Geometric MPNNs Yonatan Sverdlov Nadav Dym 40 1 0 02 Jul 2024
On the Completeness of Invariant Geometric Deep Learning Models Zian Li Xiyuan Wang Shijia Kang Muhan Zhang 17 2 0 07 Feb 2024
Three iterations of $(d-1)$ -WL test distinguish non isometric clouds of $d$ -dimensional points Valentino Delle Rose A. Kozachinskiy Cristóbal Rojas Mircea Petrache Pablo Barceló 21 8 0 22 Mar 2023
Frame Averaging for Invariant and Equivariant Network Design Omri Puny Matan Atzmon Heli Ben-Hamu Ishan Misra Aditya Grover Edward James Smith Y. Lipman FedML 33 123 0 07 Oct 2021
Vector Neurons: A General Framework for SO(3)-Equivariant Networks Congyue Deng Or Litany Yueqi Duan A. Poulenard Andrea Tagliasacchi Leonidas J. Guibas 3DPC 96 264 0 25 Apr 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016