Andreas Mayr

30 papers A* 2C 2Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Symbol-Equivariant Recurrent Reasoning Models.
CoRR
Richard Freinschlag, Timo Bertram, Erich Kobler, Andreas Mayr, Günter Klambauer
2026 J jnl
VN-EGNN: E(3)- and SE(3)-Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification.
J. Cheminformatics
Florian Sestak, Lisa Schneckenreiter, Johannes Brandstetter, Sepp Hochreiter, Andreas Mayr, Günter Klambauer
2025 A* conf
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences.
ICLR
Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl, Johannes Schimunek, Pieter-Jan Hoedt, Johannes Brandstetter, Andreas Mayr, Sohvi Luukkonen, Sepp Hochreiter, Günter Klambauer
2025 J jnl
LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities.
CoRR
Florian Sestak, Artur P. Toshev, Andreas Fürst, Günter Klambauer, Andreas Mayr, Johannes Brandstetter
2024 J jnl
Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences.
CoRR
Niklas Schmidinger, Lisa Schneckenreiter, Philipp Seidl, Johannes Schimunek, Pieter-Jan Hoedt, Johannes Brandstetter, Andreas Mayr, Sohvi Luukkonen, Sepp Hochreiter, Günter Klambauer
2024 — conf
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks.
Tiny Papers @ ICLR
Lisa Schneckenreiter, Richard Freinschlag, Florian Sestak, Johannes Brandstetter, Günter Klambauer, Andreas Mayr
2024 J jnl
GNN-VPA: A Variance-Preserving Aggregation Strategy for Graph Neural Networks.
CoRR
Lisa Schneckenreiter, Richard Freinschlag, Florian Sestak, Johannes Brandstetter, Günter Klambauer, Andreas Mayr
2024 — conf
Improving Clinical Predictions with Multi-Modal Pre-training in Retinal Imaging.
ISBI
Emese Sükei, Elisabeth Rumetshofer, Niklas Schmidinger, Andreas Mayr, Ursula Schmidt-Erfurth, Günter Klambauer, Hrvoje Bogunovic
2024 J jnl
Long living human-machine systems in construction and production enabled by digital twins: Exploring applications, challenges, and pathways to sustainability.
Autom.
Birgit Vogel-Heuser, Fandi Hartl, Moritz Wittemer, Jingyun Zhao, Andreas Mayr, Martin Fleischer, Theresa Prinz, Anne Fischer, Jakob Trauer, Philipp Schroeder, Ann-Kathrin Goldbach, Florian Rothmeyer, Markus Zimmermann, Kai-Uwe Bletzinger, Johannes Fottner, Rüdiger Daub, Klaus Bengler, André Borrmann, Michael F. Zaeh, Katrin Wudy
2024 J jnl
VN-EGNN: E(3)-Equivariant Graph Neural Networks with Virtual Nodes Enhance Protein Binding Site Identification.
CoRR
Florian Sestak, Lisa Schneckenreiter, Johannes Brandstetter, Sepp Hochreiter, Andreas Mayr, Günter Klambauer
2023 A* conf
Boundary Graph Neural Networks for 3D Simulations.
AAAI
Andreas Mayr, Sebastian Lehner, Arno Mayrhofer, Christoph Kloss, Sepp Hochreiter, Johannes Brandstetter
2022 J jnl
PoRi device: portable hand assessment and rehabilitation after stroke.
Autom.
Karl Wolf, Andreas Mayr, Marco Nagiller, Leopold Saltuari, Matthias Harders, Yeongmi Kim
2021 J jnl
Boundary Graph Neural Networks for 3D Simulations.
CoRR
Andreas Mayr, Sebastian Lehner, Arno Mayrhofer, Christoph Kloss, Sepp Hochreiter, Johannes Brandstetter
2021 J jnl
In-situ identification of material batches using machine learning for machining operations.
J. Intell. Manuf.
Benjamin Lutz, Dominik Kißkalt, Andreas Mayr, Daniel Regulin, Matteo Pantano, Jörg Franke
2021 J jnl
Learning 3D Granular Flow Simulations.
CoRR
Andreas Mayr, Sebastian Lehner, Arno Mayrhofer, Christoph Kloss, Sepp Hochreiter, Johannes Brandstetter
2020 J jnl
Cross-Domain Few-Shot Learning by Representation Fusion.
CoRR
Thomas Adler, Johannes Brandstetter, Michael Widrich, Andreas Mayr, David P. Kreil, Michael Kopp, Günter Klambauer, Sepp Hochreiter
2020 C conf
ForeSight - An AI-driven Smart Living Platform, Approach to Add Access Control to openHAB.
ICOST
Jochen Bauer, Michael Hechtel, Christoph Konrad, Martin Holzwarth, Hilko Hoffmann, Thomas Feld, Sven Schneider, Ingo Zinnikus, Andreas Mayr, Jörg Franke
2020 J jnl
Industry-scale application and evaluation of deep learning for drug target prediction.
J. Cheminformatics
Noé Sturm, Andreas Mayr, Thanh Le Van, Vladimir I. Chupakhin, Hugo Ceulemans, Jörg K. Wegner, José Felipe Golib Dzib, Nina Jeliazkova, Yves Vandriessche, Stanislav Böhm, Vojtech Cima, Jan Martinovic, Nigel Greene, Tom Vander Aa, Thomas J. Ashby, Sepp Hochreiter, Ola Engkvist, Günter Klambauer, Hongming Chen
2020 J jnl
Large-scale ligand-based virtual screening for SARS-CoV-2 inhibitors using deep neural networks.
CoRR
Markus Hofmarcher, Andreas Mayr, Elisabeth Rumetshofer, Peter Ruch, Philipp Renz, Johannes Schimunek, Philipp Seidl, Andreu Vall, Michael Widrich, Sepp Hochreiter, Günter Klambauer
2019 J jnl
Application of Bioactivity Profile-Based Fingerprints for Building Machine Learning Models.
J. Chem. Inf. Model.
Noé Sturm, Jiangming Sun, Yves Vandriessche, Andreas Mayr, Günter Klambauer, Lars Carlsson, Ola Engkvist, Hongming Chen
2019 C conf
ForeSight - Platform Approach for Enabling AI-based Services for Smart Living.
ICOST
Jochen Bauer, Hilko Hoffmann, Thomas Feld, Mathias Runge, Oliver Hinz, Andreas Mayr, Kristina Förster, Franz Teske, Franziska Schäfer, Christoph Konrad, Jörg Franke
2017 — conf
Self-Normalizing Neural Networks.
NIPS
Günter Klambauer, Thomas Unterthiner, Andreas Mayr, Sepp Hochreiter
2017 J jnl
Self-Normalizing Neural Networks.
CoRR
Günter Klambauer, Thomas Unterthiner, Andreas Mayr, Sepp Hochreiter
2015 J jnl
Rchemcpp: a web service for structural analoging in ChEMBL, Drugbank and the Connectivity Map.
Bioinform.
Günter Klambauer, Martin Wischenbart, Michael Mahr, Thomas Unterthiner, Andreas Mayr, Sepp Hochreiter
2015 — conf
Rectified Factor Networks.
NIPS
Djork-Arné Clevert, Andreas Mayr, Thomas Unterthiner, Sepp Hochreiter
2015 J jnl
Rectified Factor Networks.
CoRR
Djork-Arné Clevert, Thomas Unterthiner, Andreas Mayr, Hubert Ramsauer, Sepp Hochreiter
2015 J jnl
Toxicity Prediction using Deep Learning.
CoRR
Thomas Unterthiner, Andreas Mayr, Günter Klambauer, Sepp Hochreiter
2014 J jnl
Furby: fuzzy force-directed bicluster visualization.
BMC Bioinform.
Marc Streit, Samuel Gratzl, Michael Gillhofer, Andreas Mayr, Andreas Mitterecker, Sepp Hochreiter
2011 — conf
Combination and Comparison of Different Genetic Encodings for the Vehicle Routing Problem.
EUROCAST (1)
Stefan Vonolfen, Andreas Beham, Michael Affenzeller, Stefan Wagner, Andreas Mayr
2010 J jnl
FABIA: factor analysis for bicluster acquisition.
Bioinform.
Sepp Hochreiter, Ulrich Bodenhofer, Martin Heusel, Andreas Mayr, Andreas Mitterecker, Adetayo Kasim, Tatsiana Khamiakova, Suzy Van Sanden, Dan Lin, Willem Talloen, Luc Bijnens, Hinrich W. H. Göhlmann, Ziv Shkedy, Djork-Arné Clevert