| 2026 | ISIT | Computability of Matrix Functions and Compiling of Matrix Problems on Quantum Computers. | Holger Boche, Adalbert Fono, Gitta Kutyniok |
| 2025 | ICASSP | Robust Identifiability for Symbolic Recovery of Differential Equations. | Hillary Hauger, Philipp Scholl, Gitta Kutyniok |
| 2025 | ICCV | Learning Interpretable Queries for Explainable Image Classification with Information Pursuit. | Stefan Kolek, Aditya Chattopadhyay, Kwan Ho Ryan Chan, Hctor Andrade-Loarca, Gitta Kutyniok, Ren Vidal |
| 2025 | ICLR | ParFam - (Neural Guided) Symbolic Regression via Continuous Global Optimization. | Philipp Scholl, Katharina Bieker, Hillary Hauger, Gitta Kutyniok |
| 2025 | ICML | Time to Spike? Understanding the Representational Power of Spiking Neural Networks in Discrete Time. | Duc Anh Nguyen, Ernesto Araya, Adalbert Fono, Gitta Kutyniok |
| 2025 | IROS | RoboSwap: A GAN-driven Video Diffusion Framework For Unsupervised Robot Arm Swapping. | Yang Bai, Liudi Yang, George Eskandar, Fengyi Shen, Dong Chen, Mohammad Altillawi, Ziyuan Liu, Gitta Kutyniok |
| 2025 | IROS | RoboEnvision: A Long-Horizon Video Generation Model for Multi-Task Robot Manipulation. | Liudi Yang, Yang Bai, George Eskandar, Fengyi Shen, Mohammad Altillawi, Dong Chen, Soumajit Majumder, Ziyuan Liu, Gitta Kutyniok, Abhinav Valada |
| 2024 | ISIT | A Mathematical Framework for Computability Aspects of Algorithmic Transparency. | Holger Boche, Adalbert Fono, Gitta Kutyniok |
| 2023 | CVPR | Explaining Image Classifiers with Multiscale Directional Image Representation. | Stefan Kolek, Robert Windesheim, Hctor Andrade-Loarca, Gitta Kutyniok, Ron Levie |
| 2023 | ICASSP | The Uniqueness Problem of Physical Law Learning. | Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok |
| 2023 | ICASSP | The First Pathloss Radio Map Prediction Challenge. | agkan Yapar, Fabian Jaensch, Ron Levie, Gitta Kutyniok, Giuseppe Caire |
| 2023 | ICLR | Memorization-Dilation: Modeling Neural Collapse Under Noise. | Duc Anh Nguyen, Ron Levie, Julian Lienen, Eyke Hllermeier, Gitta Kutyniok |
| 2023 | ICLR | Unveiling the sampling density in non-uniform geometric graphs. | Raffaele Paolino, Aleksandar Bojchevski, Stephan Gnnemann, Gitta Kutyniok, Ron Levie |
| 2022 | ECCV | Cartoon Explanations of Image Classifiers. | Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok |
| 2022 | ICASSP | LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning. | agkan Yapar, Ron Levie, Gitta Kutyniok, Giuseppe Caire |
| 2022 | ICML | Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. | Mariia Seleznova, Gitta Kutyniok |
| 2020 | ICASSP | Pathloss Prediction using Deep Learning with Applications to Cellular Optimization and Efficient D2D Link Scheduling. | Ron Levie, agkan Yapar, Gitta Kutyniok, Giuseppe Caire |
| 2020 | ICML | A Rate-Distortion Framework for Explaining Black-Box Model Decisions. | Stefan Kolek, Duc Anh Nguyen, Ron Levie, Joan Bruna, Gitta Kutyniok |
| 2013 | ICIP | Image interpolation using shearlet based sparsity priors. | Haricharan Lakshman, Wang-Q Lim, Heiko Schwarz, Detlev Marpe, Gitta Kutyniok, Thomas Wiegand |
| 2010 | CISS | Upper and lower redundancy of finite frames. | Bernhard G. Bodmann, Peter G. Casazza, Gitta Kutyniok |
| 2010 | CISS | Average case analysis of sparse recovery from combined fusion frame measurements. | Petros Boufounos, Gitta Kutyniok, Holger Rauhut |
| 2008 | CISS | Analysis of 1 minimization in the Geometric Separation Problem. | David L. Donoho, Gitta Kutyniok |
| 2008 | CISS | Fusion frames and robust dimension reduction. | Ali Pezeshki, Gitta Kutyniok, A. Robert Calderbank |