Concepedia

Johannes Klicpera

JK

7

Publications

713

Citations

7

H-Index

2018

Active since

Affiliations

Technical University of Munich(Current)

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

Top concepts

EngineeringData ScienceMachine LearningGraph TheoryDeep LearningNetwork ScienceBusinessComputer ScienceGraph ProcessingNetwork Analysis

Publications per year

2018–2021

7

Publications

7

Predict then Propagate: Graph Neural Networks meet Personalized PageRank

Johannes Klicpera, Aleksandar Bojchevski, Stephan Günnemann · arXiv (Cornell University) · 2018 · 267 citations · Full text

Engineering, Machine Learning, Neural Network +16

Directional Message Passing for Molecular Graphs

Johannes Klicpera, Janek Groß, Stephan Günnemann · arXiv (Cornell University) · 2020 · 181 citations · Full text

Geometric Learning, Directed Graph, Engineering +20

Diffusion Improves Graph Learning

Johannes Klicpera, Stefan Weißenberger, Stephan Günnemann · arXiv (Cornell University) · 2019 · 107 citations · Full text

Geometric Learning, Engineering, Machine Learning +17

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

Johannes Klicpera, Shankari Giri, Johannes T. Margraf et al. · arXiv (Cornell University) · 2020 · 54 citations · Full text

Engineering, Machine Learning, Data Science +14

Combining Neural Networks with Personalized PageRank for Classification on Graphs

Johannes Klicpera, Aleksandar Bojchevski, Stephan Günnemann · arXiv (Cornell University) · 2018 · 52 citations · Full text

Ranking Algorithm, Engineering, Machine Learning +19

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