Julien Klaus

16 papers A* 4A 1B 1Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Einsum Trees: An Abstraction for Optimizing the Execution of Tensor Expressions.
ASPLOS (2)
Alexander Breuer, Mark Blacher, Max Engel, Joachim Giesen, Alexander Heinecke, Julien Klaus, Stefan Remke
2024 A* conf
Convexity Certificates for Symbolic Tensor Expressions.
IJCAI
Paul Gerhardt Rump, Niklas Merk, Julien Klaus, Maurice Wenig, Joachim Giesen
2024 A* conf
Einsum Benchmark: Enabling the Development of Next-Generation Tensor Execution Engines.
NeurIPS
Mark Blacher, Christoph Staudt, Julien Klaus, Maurice Wenig, Niklas Merk, Alexander Breuer, Max Engel, Sören Laue, Joachim Giesen
2024 B conf
Improved Cut Strategy for Tensor Network Contraction Orders.
SEA
Christoph Staudt, Mark Blacher, Julien Klaus, Farin Lippmann, Joachim Giesen
2024 A* conf
Model Counting and Sampling via Semiring Extensions.
AAAI
Andreas Goral, Joachim Giesen, Mark Blacher, Christoph Staudt, Julien Klaus
2024 — conf
Pushing the Limits: Concurrency Detection in Acyclic Sound Free-Choice Workflow Nets in O(P² + T²).
PNSE@Petri Nets
Thomas M. Prinz, Julien Klaus, Nick R. T. P. van Beest
2024 J jnl
Pushing the Limits: Concurrency Detection in Acyclic, Live, and 1-Safe Free-Choice Nets in O((P+T)
CoRR
Thomas M. Prinz, Julien Klaus, Nick R. T. P. van Beest
2023 J jnl
A visual analytics workflow for probabilistic modeling.
Vis. Informatics
Julien Klaus, Mark Blacher, Andreas Goral, Philipp Lucas, Joachim Giesen
2023 — conf
Compiling Tensor Expressions into Einsum.
ICCS (2)
Julien Klaus, Mark Blacher, Joachim Giesen
2023 J jnl
Efficient and Portable Einstein Summation in SQL.
Proc. ACM Manag. Data
Mark Blacher, Julien Klaus, Christoph Staudt, Sören Laue, Viktor Leis, Joachim Giesen
2022 — conf
Compiling Linear Algebra Expressions into Efficient Code.
ICCS (1)
Julien Klaus, Mark Blacher, Joachim Giesen, Paul Gerhardt Rump, Konstantin Wiedom
2022 A* conf
Convexity Certificates from Hessians.
NeurIPS
Julien Klaus, Niklas Merk, Konstantin Wiedom, Sören Laue, Joachim Giesen
2022 J jnl
Convexity Certificates from Hessians.
CoRR
Julien Klaus, Niklas Merk, Konstantin Wiedom, Sören Laue, Joachim Giesen
2022 A conf
Machine Learning, Linear Algebra, and More: Is SQL All You Need?
CIDR
Mark Blacher, Joachim Giesen, Sören Laue, Julien Klaus, Viktor Leis
2020 — conf
Fast Entity Resolution With Mock Labels and Sorted Integer Sets.
DI2KG@VLDB
Mark Blacher, Joachim Giesen, Sören Laue, Julien Klaus, Matthias Mitterreiter
2019 J jnl
Visualization Support for Developing a Matrix Calculus Algorithm: A Case Study.
Comput. Graph. Forum
Joachim Giesen, Julien Klaus, Sören Laue, Ferdinand Schreck