| 2026 | PERCOM | LLMs Explain't: A Post-Mortem on Semantic Interpretability in Transformer Models. | Alhassan Abdelhalim, Janick Edinger, Sren Laue, Michaela Regneri |
| 2025 | ECAI | Prediction Is Not Explanation: Revisiting the Explanatory Capacity of Mapping Embeddings. | Hanna Herasimchyk, Alhassan Abdelhalim, Sren Laue, Michaela Regneri |
| 2024 | COLING | Detecting Conceptual Abstraction in LLMs. | Michaela Regneri, Alhassan Abdelhalim, Sren Laue |
| 2023 | AAAI | Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption. | Matthias Mitterreiter, Marcel Koch, Joachim Giesen, Sren Laue |
| 2022 | AAAI | Optimization for Classical Machine Learning Problems on the GPU. | Sren Laue, Mark Blacher, Joachim Giesen |
| 2022 | CIDR | Machine Learning, Linear Algebra, and More: Is SQL All You Need? | Mark Blacher, Joachim Giesen, Sren Laue, Julien Klaus, Viktor Leis |
| 2021 | IJCAI | Method of Moments for Topic Models with Mixed Discrete and Continuous Features. | Joachim Giesen, Paul Kahlmeyer, Sren Laue, Matthias Mitterreiter, Frank Nussbaum, Christoph Staudt, Sina Zarrie |
| 2020 | AAAI | GENO - Optimization for Classical Machine Learning Made Fast and Easy. | Sren Laue, Matthias Mitterreiter, Joachim Giesen |
| 2020 | AAAI | A Simple and Efficient Tensor Calculus. | Sren Laue, Matthias Mitterreiter, Joachim Giesen |
| 2020 | VLDB | Fast Entity Resolution With Mock Labels and Sorted Integer Sets. | Mark Blacher, Joachim Giesen, Sren Laue, Julien Klaus, Matthias Mitterreiter |
| 2019 | AAAI | Using Benson's Algorithm for Regularization Parameter Tracking. | Joachim Giesen, Sren Laue, Andreas Lhne, Christopher Schneider |
| 2019 | IJCAI | Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints. | Joachim Giesen, Sren Laue |
| 2019 | RECOMB | Dynamic Pseudo-time Warping of Complex Single-Cell Trajectories. | Van Hoan Do, Mislav Blazevic, Pablo Monteagudo, Luka Borozan, Khaled M. Elbassioni, Sren Laue, Francisca Rojas Ringeling, Domagoj Matijevic, Stefan Canzar |
| 2016 | ESA | Efficient Embedding of Scale-Free Graphs in the Hyperbolic Plane. | Thomas Blsius, Tobias Friedrich, Anton Krohmer, Sren Laue |
| 2015 | ICML | Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains. | Katharina Blechschmidt, Joachim Giesen, Sren Laue |
| 2014 | AISTATS | Sketching the Support of a Probability Measure. | Joachim Giesen, Sren Laue, Lars Kuehne |
| 2014 | ICML | Robust and Efficient Kernel Hyperparameter Paths with Guarantees. | Joachim Giesen, Sren Laue, Patrick Wieschollek |
| 2012 | ESA | Optimizing over the Growing Spectrahedron. | Joachim Giesen, Martin Jaggi, Sren Laue |
| 2012 | ICML | A Hybrid Algorithm for Convex Semidefinite Optimization. | Sren Laue |
| 2012 | NAACL | A comparison of models of word meaning in context. | Georgiana Dinu, Stefan Thater, Sren Laue |
| 2010 | ESA | Approximating Parameterized Convex Optimization Problems. | Joachim Giesen, Martin Jaggi, Sren Laue |
| 2008 | DCOSS | Power Assignment Problems in Wireless Communication: Covering Points by Disks, Reaching few Receivers Quickly, and Energy-Efficient Travelling Salesman Tours. | Stefan Funke, Sren Laue, Rouven Naujoks, Zvi Lotker |
| 2008 | STACS | Geometric Set Cover and Hitting Sets for Polytopes in R | Sren Laue |
| 2007 | DCOSS | Minimum-Energy Broadcast with Few Senders. | Stefan Funke, Sren Laue, Rouven Naujoks |
| 2007 | STACS | Bounded-Hop Energy-Efficient Broadcast in Low-Dimensional Metrics Via Coresets. | Stefan Funke, Sren Laue |
| 2003 | ISAAC | A Faster Algorithm for Two-Variable Integer Programming. | Friedrich Eisenbrand, Sren Laue |