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Joël Mathys

Orcid: 0000-0003-1601-5234

According to our database1, Joël Mathys authored at least 10 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs.
[BibTeX]
[DOI]
Florian Grötschla
,
Joël Mathys
,
Robert Veres
,
Roger Wattenhofer
CoRR, 2024

2023
SURF: A Generalization Benchmark for GNNs Predicting Fluid Dynamics.
[BibTeX]
[DOI]
Stefan Künzli
,
Florian Grötschla
,
Joël Mathys
,
Roger Wattenhofer
CoRR, 2023

Flood and Echo: Algorithmic Alignment of GNNs with Distributed Computing.
[BibTeX]
[DOI]
Joël Mathys
,
Florian Grötschla
,
Kalyan Varma Nadimpalli
,
Roger Wattenhofer
CoRR, 2023

SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning.
[BibTeX]
[DOI]
Julian Minder
,
Florian Grötschla
,
Joël Mathys
,
Roger Wattenhofer
CoRR, 2023

Visual Abstraction and Reasoning through Language.
[BibTeX]
[DOI]
Giacomo Camposampiero
,
Loïc Houmard
,
Benjamin Estermann
,
Joël Mathys
,
Roger Wattenhofer
CoRR, 2023

Abstract Visual Reasoning Enabled by Language.
[BibTeX]
[DOI]
Giacomo Camposampiero
,
Loïc Houmard
,
Benjamin Estermann
,
Joël Mathys
,
Roger Wattenhofer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Learning Graph Algorithms With Recurrent Graph Neural Networks.
[BibTeX]
[DOI]
Florian Grötschla
,
Joël Mathys
,
Roger Wattenhofer
CoRR, 2022

Hierarchical Graph Structures for Congestion and ETA Prediction.
[BibTeX]
[DOI]
Florian Grötschla
,
Joël Mathys
CoRR, 2022

Decentralized Graph Processing for Reachability Queries.
[BibTeX]
[DOI]
Joël Mathys
,
Robin Fritsch
,
Roger Wattenhofer
Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
[BibTeX]
[DOI]
Moritz Neun
,
Christian Eichenberger
,
Henry Martin
,
Markus Spanring
,
Rahul Siripurapu
,
Daniel Springer
,
Leyan Deng
,
Chenwang Wu
,
Defu Lian
,
Min Zhou
,
Martin Lumiste
,
Andrei Ilie
,
Xinhua Wu
,
Cheng Lyu
,
Qing-Long Lu
,
Vishal Mahajan
,
Yichao Lu
,
Jiezhang Li
,
Junjun Li
,
Yue-Jiao Gong
,
Florian Grötschla
,
Joël Mathys
,
Ye Wei
,
He Haitao
,
Hui Fang
,
Kevin Malm
,
Fei Tang
,
Michael Kopp
,
David P. Kreil
,
Sepp Hochreiter
Proceedings of the NeurIPS 2022 Competition Track, 2021


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