Visualization Support for Developing a Matrix Calculus Algorithm: A Case Study. - Joachim Giesen; Julien Klaus; Sören Laue; Ferdinand Schreck (Comput. Graph. Forum, 2019)

Fast Entity Resolution With Mock Labels and Sorted Integer Sets. - Mark Blacher; Joachim Giesen; Sören Laue; Julien Klaus; Matthias Mitterreiter (DI2KG@VLDB, 2020)

Machine Learning, Linear Algebra, and More: Is SQL All You Need? - Mark Blacher; Joachim Giesen; Sören Laue; Julien Klaus; Viktor Leis (CIDR, 2022)

Compiling Linear Algebra Expressions into Efficient Code. - Julien Klaus; Mark Blacher; Joachim Giesen; Paul Gerhardt Rump; Konstantin Wiedom (ICCS (1), 2022)

Convexity Certificates from Hessians. - Julien Klaus; Niklas Merk; Konstantin Wiedom; Sören Laue; Joachim Giesen (NeurIPS, 2022)

Compiling Tensor Expressions into Einsum. - Julien Klaus; Mark Blacher; Joachim Giesen (ICCS (2), 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)

A visual analytics workflow for probabilistic modeling. - Julien Klaus; Mark Blacher; Andreas Goral; Philipp Lucas 002; Joachim Giesen (Vis. Informatics, 2023)

Model Counting and Sampling via Semiring Extensions. - Andreas Goral; Joachim Giesen; Mark Blacher; Christoph Staudt; Julien Klaus (AAAI, 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 (PNSE@Petri Nets, 2024)

Convexity Certificates for Symbolic Tensor Expressions. - Paul Gerhardt Rump; Niklas Merk; Julien Klaus; Maurice Wenig; Joachim Giesen (IJCAI, 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 (NeurIPS, 2024)

Improved Cut Strategy for Tensor Network Contraction Orders. - Christoph Staudt; Mark Blacher; Julien Klaus; Farin Lippmann; Joachim Giesen (SEA, 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)

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 (ASPLOS (2), 2025)