Andreas Roth

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 15

Top Topics

Graph Representation

Top Venues

J. Comput. Phys.

Publications

Andreas Roth
Simplifying the Theory on Over-Smoothing. CoRR (2024)
Andreas Roth, Thomas Liebig
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks. LoG (2023)
Andreas Roth, Thomas Liebig
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks. CoRR (2023)
Andreas Roth, Thomas Liebig
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks. CoRR (2023)
Cedric Sanders, Andreas Roth, Thomas Liebig
Curvature-based Pooling within Graph Neural Networks. CoRR (2023)
Andreas Roth, Thomas Liebig
Distilling Influences to Mitigate Prediction Churn in Graph Neural Networks. ACML (2023)
Andreas Roth, Thomas Liebig
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks. ICDM (Workshops) (2022)
Andreas Roth, Thomas Liebig
Transforming PageRank into an Infinite-Depth Graph Neural Network. CoRR (2022)
Andreas Roth, Thomas Liebig
Transforming PageRank into an Infinite-Depth Graph Neural Network. ECML/PKDD (2) (2022)
Andreas Roth, Thomas Liebig
Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks. CoRR (2022)
Andreas Roth, Konstantin Wüstefeld, Frank Weichert
A Data-Centric Augmentation Approach for Disturbed Sensor Image Segmentation. J. Imaging 7 (10) (2021)
Lukas Faber, Sandro Luck, Damian Pascual, Andreas Roth, Gino Brunner, Roger Wattenhofer
Medley2K: A Dataset of Medley Transitions. CoRR (2020)
Martin Burger, René Pinnau, Claudia Totzeck, Oliver Tse, Andreas Roth
Instantaneous control of interacting particle systems in the mean-field limit. J. Comput. Phys. 405 (2020)
Kai Heinrich, Andreas Roth, Lukas Breithaupt, Björn Möller, Johannes Maresch
Yield Prognosis for the Agrarian Management of Vineyards using Deep Learning for Object Counting. Wirtschaftsinformatik (2019)
Kai Heinrich, Andreas Roth, Patrick Zschech
Everything counts: a Taxonomy of Deep Learning Approaches for Object Counting. ECIS (2019)
Ying Pan, Andreas Roth, Zhenrong Yu, Reiner Doluschitz
The impact of variation in scale on the behavior of a cellular automata used for land use change modeling. Comput. Environ. Urban Syst. 34 (5) (2010)
Jan Schaefer, Markus Schmid, Andreas Textor, Marcus Thoss, Reinhold Kröger, Andreas Roth
Performance-aware design and optimization of enterprise applications. CNSM (2010)
Andreas Roth, Reiner Doluschitz
Regional Assessment of Sustainable Agricultural Cropping Systems in the North China Plain - Data Requirements and Computational Approaches. ICNC (7) (2008)
Andreas Roth, Stefan Scheidl
End-User Development for Enterprise Resource Planning Systems. GI Jahrestagung (1) (2006)
Martin Wawro, Andreas Roth
In vivo quantification and densitometry of the MCP joint tissue on patients with rheumatoid arthritis. CARS (2001)