Concepedia

Johannes Gasteiger

JG

9

Publications

1.7K

Citations

9

H-Index

2018

Active since

Affiliations

Technical University of Munich(Current)

Johannes Gasteiger is an author at Technical University of Munich specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceGraph TheoryDeep LearningNetwork ScienceGraph ProcessingNetwork AnalysisComputational Chemistry

Publications per year

2018–2022

9

Publications

9

Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Johannes Gasteiger, Aleksandar Bojchevski, Stephan Günnemann · arXiv (Cornell University) · 2018 · 430 citations · Full text

Engineering, Machine Learning, Neural Network +16

Scaling Graph Neural Networks with Approximate PageRank

Aleksandar Bojchevski, Johannes Gasteiger, Bryan Perozzi et al. · 2020 · 345 citations · Full text

Engineering, Machine Learning, Large Graphs +16

Directional Message Passing for Molecular Graphs

Johannes Gasteiger, Janek Groß, Stephan Günnemann · arXiv (Cornell University) · 2020 · 345 citations · Full text

Geometric Learning, Directed Graph, Engineering +19

Diffusion Improves Graph Learning

Johannes Gasteiger, Stefan Weißenberger, Stephan Günnemann · arXiv (Cornell University) · 2019 · 174 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

Fast and Uncertainty-Aware Directional Message Passing for Non-Equilibrium Molecules

Johannes Gasteiger, Shankari Giri, Johannes T. Margraf et al. · arXiv (Cornell University) · 2020 · 158 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +17

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