Hirn, Matthew

4 publications

LoG 2022 Taxonomy of Benchmarks in Graph Representation Learning Renming Liu, Semih Cantürk, Frederik Wenkel, Sarah McGuire, Xinyi Wang, Anna Little, Leslie O’ Bray, Michael Perlmutter, Bastian Rieck, Matthew Hirn, Guy Wolf, Ladislav Rampášek

NeurIPS 2021 MagNet: A Neural Network for Directed Graphs Xitong Zhang, Yixuan He, Nathan Brugnone, Michael Perlmutter, Matthew Hirn

ICML 2019 Geometric Scattering for Graph Data Analysis Feng Gao, Guy Wolf, Matthew Hirn

NeurIPS 2017 Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities Michael Eickenberg, Georgios Exarchakis, Matthew Hirn, Stephane Mallat