| 2026 | CHI | Maintaining Stable Personas? Examining Temporal Stability in LLM-Based Human Simulation. | Jana Gonnermann-Mller, Jennifer Haase, Nicolas Leins, Thomas Kosch, Sebastian Pokutta |
| 2026 | CHI | It's Not Just the Prompt: Model Choice Dominates LLM Creative Output. | Jennifer Haase, Jana Gonnermann-Mller, Paul H. P. Hanel, Nicolas Leins, Thomas Kosch, Jan Mendling, Sebastian Pokutta |
| 2026 | CPAIOR | Graph Isomorphism: Mixed-Integer Convex Optimization from First-Order Methods. | Wenjie Xiao, Mathieu Besanon, Patrick Gel, Deborah Hendrych, Stefan Klus, Sebastian Pokutta |
| 2026 | HRI | Beyond Static Instruction: A Multi-agent AI Framework for Adaptive Augmented Reality Robot Training. | Nicolas Leins, Jana Gonnermann-Mller, Malte Teichmann, Sebastian Pokutta |
| 2026 | ISSAC | Faster Algorithms for Structured Matrix Multiplication via Flip Graph Search. | Kirill Khoruzhii, Patrick Gel, Sebastian Pokutta |
| 2025 | AIES | S-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment. | Jennifer Haase, Paul H. P. Hanel, Sebastian Pokutta |
| 2025 | AISTATS | The Pivoting Framework: Frank-Wolfe Algorithms with Active Set Size Control. | Mathieu Besanon, Sebastian Pokutta, Elias Samuel Wirth |
| 2025 | AISTATS | Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties. | David Martnez-Rubio, Christophe Roux, Christopher Criscitiello, Sebastian Pokutta |
| 2025 | AISTATS | S-CFE: Simple Counterfactual Explanations. | Shpresim Sadiku, Moritz Wagner, Sai Ganesh Nagarajan, Sebastian Pokutta |
| 2025 | ICLR | On the Byzantine-Resilience of Distillation-Based Federated Learning. | Christophe Roux, Max Zimmer, Sebastian Pokutta |
| 2025 | ICLR | GSE: Group-wise Sparse and Explainable Adversarial Attacks. | Shpresim Sadiku, Moritz Wagner, Sebastian Pokutta |
| 2025 | ICML | Secant Line Search for Frank-Wolfe Algorithms. | Deborah Hendrych, Sebastian Pokutta, Mathieu Besanon, David Martnez-Rubio |
| 2025 | ICML | Neural Discovery in Mathematics: Do Machines Dream of Colored Planes? | Konrad Mundinger, Max Zimmer, Aldo Kiem, Christoph Spiegel, Sebastian Pokutta |
| 2025 | ICML | Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation. | Jan Pauls, Max Zimmer, Berkant Turan, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Fabian Gieseke |
| 2025 | ICML | Approximating Latent Manifolds in Neural Networks via Vanishing Ideals. | Nico Pelleriti, Max Zimmer, Elias Samuel Wirth, Sebastian Pokutta |
| 2025 | ICML | Implicit Riemannian Optimism with Applications to Min-Max Problems. | Christophe Roux, David Martnez-Rubio, Sebastian Pokutta |
| 2024 | AISTATS | Interpretability Guarantees with Merlin-Arthur Classifiers. | Stephan Wldchen, Kartikey Sharma, Berkant Turan, Max Zimmer, Sebastian Pokutta |
| 2024 | ICLR | Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging. | Max Zimmer, Christoph Spiegel, Sebastian Pokutta |
| 2024 | ICML | Convergence and Trade-Offs in Riemannian Gradient Descent and Riemannian Proximal Point. | David Martnez-Rubio, Christophe Roux, Sebastian Pokutta |
| 2024 | ICML | Estimating Canopy Height at Scale. | Jan Pauls, Max Zimmer, Una M. Kelly, Martin Schwartz, Sassan Saatchi, Philippe Ciais, Sebastian Pokutta, Martin Brandt, Fabian Gieseke |
| 2023 | AAAI | Fully Computer-Assisted Proofs in Extremal Combinatorics. | Olaf Parczyk, Sebastian Pokutta, Christoph Spiegel, Tibor Szab |
| 2023 | AISTATS | Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes. | Elias Samuel Wirth, Thomas Kerdreux, Sebastian Pokutta |
| 2023 | COLT | Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties. | David Martnez-Rubio, Sebastian Pokutta |
| 2023 | COLT | Accelerated and Sparse Algorithms for Approximate Personalized PageRank and Beyond. | David Martnez-Rubio, Elias Samuel Wirth, Sebastian Pokutta |
| 2023 | CPAIOR | Online Learning for Scheduling MIP Heuristics. | Antonia Chmiela, Ambros M. Gleixner, Pawel Lichocki, Sebastian Pokutta |
| 2023 | ICLR | Approximate Vanishing Ideal Computations at Scale. | Elias Samuel Wirth, Hiroshi Kera, Sebastian Pokutta |
| 2023 | ICLR | How I Learned to Stop Worrying and Love Retraining. | Max Zimmer, Christoph Spiegel, Sebastian Pokutta |
| 2022 | AISTATS | Conditional Gradients for the Approximately Vanishing Ideal. | Elias Samuel Wirth, Sebastian Pokutta |
| 2022 | ICML | Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings. | Jan MacDonald, Mathieu Besanon, Sebastian Pokutta |
| 2022 | ICML | Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding. | Kazuma Tsuji, Ken'ichiro Tanaka, Sebastian Pokutta |
| 2022 | ICML | Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four. | Stephan Wldchen, Sebastian Pokutta, Felix Huber |
| 2021 | AISTATS | Projection-Free Optimization on Uniformly Convex Sets. | Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
| 2021 | CP | An Algorithm-Independent Measure of Progress for Linear Constraint Propagation. | Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta |
| 2021 | ICML | Parameter-free Locally Accelerated Conditional Gradients. | Alejandro Carderera, Jelena Diakonikolas, Cheuk Yin Lin, Sebastian Pokutta |
| 2020 | AISTATS | Locally Accelerated Conditional Gradients. | Jelena Diakonikolas, Alejandro Carderera, Sebastian Pokutta |
| 2020 | CPAIOR | Restarting Algorithms: Sometimes There Is Free Lunch. | Sebastian Pokutta |
| 2020 | ICML | Boosting Frank-Wolfe by Chasing Gradients. | Cyrille W. Combettes, Sebastian Pokutta |
| 2020 | ICML | IPBoost - Non-Convex Boosting via Integer Programming. | Marc E. Pfetsch, Sebastian Pokutta |
| 2020 | ICML | On the Unreasonable Effectiveness of the Greedy Algorithm: Greedy Adapts to Sharpness. | Sebastian Pokutta, Mohit Singh, Alfredo Torrico |
| 2020 | SC | Accelerating Domain Propagation: An Efficient GPU-Parallel Algorithm over Sparse Matrices. | Boro Sofranac, Ambros M. Gleixner, Sebastian Pokutta |
| 2019 | AISTATS | Structured Robust Submodular Maximization: Offline and Online Algorithms. | Nima Anari, Nika Haghtalab, Seffi Naor, Sebastian Pokutta, Mohit Singh, Alfredo Torrico |
| 2019 | AISTATS | Restarting Frank-Wolfe. | Thomas Kerdreux, Alexandre d'Aspremont, Sebastian Pokutta |
| 2019 | ICML | Blended Conditonal Gradients. | Gbor Braun, Sebastian Pokutta, Dan Tu, Stephen J. Wright |
| 2018 | WSC | Continuous simulation Optimization with Model mismatch using Gaussian Process Regression. | Alireza Inanlouganji, Giulia Pedrielli, Georgios Fainekos, Sebastian Pokutta |
| 2017 | ICML | Emulating the Expert: Inverse Optimization through Online Learning. | Andreas Brmann, Sebastian Pokutta, Oskar Schneider |
| 2017 | ICML | Lazifying Conditional Gradient Algorithms. | Gbor Braun, Sebastian Pokutta, Daniel Zink |
| 2017 | ICML | Conditional Accelerated Lazy Stochastic Gradient Descent. | Guanghui Lan, Sebastian Pokutta, Yi Zhou, Daniel Zink |
| 2016 | IPCO | Strong Reductions for Extended Formulations. | Gbor Braun, Sebastian Pokutta, Aurko Roy |
| 2016 | SODA | The matching problem has no small symmetric SDP. | Gbor Braun, Jonah Brown-Cohen, Arefin Huq, Sebastian Pokutta, Prasad Raghavendra, Aurko Roy, Benjamin Weitz, Daniel Zink |
| 2015 | FOCS | No Small Linear Program Approximates Vertex Cover within a Factor 2 - e. | Abbas Bazzi, Samuel Fiorini, Sebastian Pokutta, Ola Svensson |
| 2015 | ISIT | Sequential sensing with model mismatch. | Ruiyang Song, Yao Xie, Sebastian Pokutta |
| 2015 | SODA | The matching polytope does not admit fully-polynomial size relaxation schemes. | Gbor Braun, Sebastian Pokutta |
| 2015 | STOC | Inapproximability of Combinatorial Problems via Small LPs and SDPs. | Gbor Braun, Sebastian Pokutta, Daniel Zink |
| 2013 | ESA | On the Existence of 0/1 Polytopes with High Semidefinite Extension Complexity. | Jop Brit, Daniel Dadush, Sebastian Pokutta |
| 2013 | FOCS | Common Information and Unique Disjointness. | Gbor Braun, Sebastian Pokutta |
| 2012 | FOCS | Approximation Limits of Linear Programs (Beyond Hierarchies). | Gbor Braun, Samuel Fiorini, Sebastian Pokutta, David Steurer |
| 2012 | STOC | Linear vs. semidefinite extended formulations: exponential separation and strong lower bounds. | Samuel Fiorini, Serge Massar, Sebastian Pokutta, Hans Raj Tiwary, Ronald de Wolf |
| 2011 | IPCO | Design and Verify: A New Scheme for Generating Cutting-Planes. | Santanu S. Dey, Sebastian Pokutta |
| 2010 | IPCO | On the Rank of Cutting-Plane Proof Systems. | Sebastian Pokutta, Andreas S. Schulz |