| 2025 | ICCV | Gradient Extrapolation for Debiased Representation Learning. | Ihab Asaad, Maha Shadaydeh, Joachim Denzler |
| 2025 | ICLR | CausalRivers - Scaling up benchmarking of causal discovery for real-world time-series. | Gideon Stein, Maha Shadaydeh, Jan Blunk, Niklas Penzel, Joachim Denzler |
| 2024 | IGARSS | Data-Driven Prediction Of Large Infrastructure Movements Through Persistent Scatterer Time Series Modeling. | Gideon Stein, Jonas Ziemer, Carolin Wicker, Jannik Jnichen, Gabriele Demisch, Daniel Klpper, Katja Last, Joachim Denzler, Christiane Schmullius, Maha Shadaydeh, Clmence Dubois |
| 2021 | ICMLA | Causal Inference in Non-linear Time-series using Deep Networks and Knockoff Counterfactuals. | Wasim Ahmad, Maha Shadaydeh, Joachim Denzler |
| 2021 | ICMLA | Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. | Violeta Teodora Trifunov, Maha Shadaydeh, Bjrn Barz, Joachim Denzler |
| 2019 | IGARSS | Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks. | Stefan Hoffmann, Clemens-Alexander Brust, Maha Shadaydeh, Joachim Denzler |
| 2017 | ICASSP | Image denoising via collaborative support-agnostic recovery. | Muzammil Behzad, Mudassir Masood, Tarig Ballal, Maha Shadaydeh, Tareq Y. Al-Naffouri |
| 2013 | CBMI | Improved segmentation of a series of remote sensing images by using a fusion MRF model. | Tams Szirnyi, Maha Shadaydeh |
| 2008 | ISCAS | New narrowband active noise control systems with significantly less computational requirements. | Yegui Xiao, Maha Shadaydeh, Rabab Kreidieh Ward |
| 2003 | ISCAS | Performance analysis of adaptive IIR notch filters based on least mean p-power error criterion. | Maha Shadaydeh, Masayuki Kawamata |