Karolis Martinkus

Distributed Computing Group
Computer Engineering and Networks Laboratory (TIK)
Department Electrical Engineering (D-ITET)
Office ETZ G 60.1
ETH Zurich
Gloriastrasse 35
8092 Zurich
Switzerland
phone | +41 44 63 20429 |
fax | +41 44 63 21036 |
Publications
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Discovering Graph Generation Algorithms
Mihai Babiac, Karolis Martinkus and Roger Wattenhofer.
Neurosymbolic Generative Models Workshop (NeSy-GeMs @ ICLR 2023), Kigali, Rwanda, May 2023.
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Agent-Based Graph Neural Networks
Karolis Martinkus, Pál András Papp, Benedikt Schesch and Roger Wattenhofer.
11th International Conference on Learning Representations (ICLR), Kigali, Rwanda, May 2023.
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Diffusion Models for Graphs Benefit From Discrete State Spaces (Extended Abstract)
Kilian Konstantin Haefeli, Karolis Martinkus, Nathanaël Perraudin and Roger Wattenhofer.
First Learning on Graphs Conference (LoG 2022), Virtual, December 2022.
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Automating Rigid Origami Design
Jeremia Geiger, Karolis Martinkus, Oliver Richter and Roger Wattenhofer.
ICML Workshop on Machine Learning for Computational Design (MLCD), Baltimore, Maryland, USA, July 2022.
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SPECTRE: Spectral Conditioning Overcomes the Expressivity Limits of One-shot Graph Generators
Karolis Martinkus, Andreas Loukas, Nathanaël Perraudin and Roger Wattenhofer.
39th International Conference on Machine Learning (ICML), Baltimore, Maryland, USA, July 2022.
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On Isotropy Calibration of Transformers
Yue Ding, Karolis Martinkus, Damian Pascual, Simon Clematide and Roger Wattenhofer.
3rd Workshop on Insights from Negative Results in NLP (Insights @ ACL 2022), Dublin, Ireland, May 2022.
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DropGNN: Random Dropouts Increase the Expressiveness of Graph Neural Networks (Spotlight)
Pál András Papp, Karolis Martinkus, Lukas Faber and Roger Wattenhofer.
35th Conference on Neural Information Processing Systems (NeurIPS), Virtual, December 2021.
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Scalable Graph Networks for Particle Simulations
Karolis Martinkus, Aurelien Lucchi and Nathanaël Perraudin.
35th AAAI Conference on Artificial Intelligence (AAAI), Virtual, February 2021.
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