Julien Klaus

According to our database, Julien Klaus authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Einsum Trees: An Abstraction for Optimizing the Execution of Tensor Expressions.

Alexander Breuer, Mark Blacher, Max Engel, Joachim Giesen, Alexander Heinecke, Julien Klaus, Stefan Remke

Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2025

2024

Pushing the Limits: Concurrency Detection in Acyclic, Live, and 1-Safe Free-Choice Nets in O((P+T)²).

Thomas M. Prinz, Julien Klaus, Nick R. T. P. van Beest

CoRR, 2024

Improved Cut Strategy for Tensor Network Contraction Orders.

Christoph Staudt, Mark Blacher, Julien Klaus, Farin Lippmann, Joachim Giesen

Proceedings of the 22nd International Symposium on Experimental Algorithms, 2024

Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines.

Mark Blacher, Christoph Staudt, Julien Klaus, Maurice Wenig, Niklas Merk, Alexander Breuer, Max Engel, Sören Laue, Joachim Giesen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Convexity Certificates for Symbolic Tensor Expressions.

Paul Gerhardt Rump, Niklas Merk, Julien Klaus, Maurice Wenig, Joachim Giesen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Pushing the Limits: Concurrency Detection in Acyclic Sound Free-Choice Workflow Nets in O(P² + T²).

Thomas M. Prinz, Julien Klaus, Nick R. T. P. van Beest

Proceedings of the International Workshop on Petri Nets and Software Engineering 2024 co-located with the 45th International Conference on Application and Theory of Petri Nets and Concurrency (PETRI NETS 2024), June 24, 2024

Model Counting and Sampling via Semiring Extensions.

Andreas Goral, Joachim Giesen, Mark Blacher, Christoph Staudt, Julien Klaus

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A visual analytics workflow for probabilistic modeling.

Julien Klaus, Mark Blacher, Andreas Goral, Philipp Lucas, Joachim Giesen

Vis. Informatics, June, 2023

Efficient and Portable Einstein Summation in SQL.

Mark Blacher, Julien Klaus, Christoph Staudt, Sören Laue, Viktor Leis, Joachim Giesen

Proc. ACM Manag. Data, 2023

Compiling Tensor Expressions into Einsum.

Julien Klaus, Mark Blacher, Joachim Giesen

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Convexity Certificates from Hessians.

Julien Klaus, Niklas Merk, Konstantin Wiedom, Sören Laue, Joachim Giesen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Compiling Linear Algebra Expressions into Efficient Code.

Julien Klaus, Mark Blacher, Joachim Giesen, Paul Gerhardt Rump, Konstantin Wiedom

Proceedings of the Computational Science - ICCS 2022, 2022

Machine Learning, Linear Algebra, and More: Is SQL All You Need?

Mark Blacher, Joachim Giesen, Sören Laue, Julien Klaus, Viktor Leis

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2020

Fast Entity Resolution With Mock Labels and Sorted Integer Sets.

Mark Blacher, Joachim Giesen, Sören Laue, Julien Klaus, Matthias Mitterreiter

Proceedings of the 2nd International Workshop on Challenges and Experiences from Data Integration to Knowledge Graphs co-located with 46th International Conference on Very Large Data Bases, 2020

2019

Visualization Support for Developing a Matrix Calculus Algorithm: A Case Study.

Joachim Giesen, Julien Klaus, Sören Laue, Ferdinand Schreck

Comput. Graph. Forum, 2019