| 2025 | CoDIT | Multilinear feature extraction with SVD-based tensor wheel decomposition. | Rafal Zdunek |
| 2023 | ICCS | Tensor Train Subspace Analysis for Classification of Hand Gestures with Surface EMG Signals. | Rafal Zdunek |
| 2023 | IECON | Non-Negative Matrix Underapproximation as Optimal Frequency Band Selector. | Mateusz Gabor, Rafal Zdunek, Radoslaw Zimroz, Agnieszka Wylomanska |
| 2022 | ICCS | Convolutional Neural Network Compression via Tensor-Train Decomposition on Permuted Weight Tensor with Automatic Rank Determination. | Mateusz Gabor, Rafal Zdunek |
| 2022 | IJCNN | Nested compression of convolutional neural networks with Tucker-2 decomposition. | Rafal Zdunek, Mateusz Gabor |
| 2022 | KES | Hybrid texture synthesis and interpolated structure image completion. | Rafal Zdunek |
| 2019 | IJCNN | Distributed and Randomized Tensor Train Decomposition for Feature Extraction. | Krzysztof Fonal, Rafal Zdunek |
| 2019 | IWANN | Image Completion with Filtered Low-Rank Tensor Train Approximations. | Rafal Zdunek, Krzysztof Fonal, Tomasz Sadowski |
| 2018 | ICAISC | Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark. | Krzysztof Fonal, Rafal Zdunek |
| 2018 | ICAISC | Image Completion with Smooth Nonnegative Matrix Factorization. | Tomasz Sadowski, Rafal Zdunek |
| 2018 | ICPR | Feature-Fusion HALS-based Algorithm for Linked CP Decomposition Model in Application to Joint EMG/MMG Signal Classification. | Krzysztof Fonal, Rafal Zdunek, Andrzej Wolczowski |
| 2017 | ICA3PP | Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce. | Rafal Zdunek, Krzysztof Fonal |
| 2017 | IWANN | XRAY Algorithm for Separable Nonnegative Tensor Factorization. | Rafal Zdunek, Tomasz Sadowski |
| 2015 | ICAISC | Convex Nonnegative Matrix Factorization with Rank-1 Update for Clustering. | Rafal Zdunek |
| 2014 | ICAISC | B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization. | Rafal Zdunek, Andrzej Cichocki, Tatsuya Yokota |
| 2014 | ICANN | Row-Action Projections for Nonnegative Matrix Factorization. | Rafal Zdunek |
| 2013 | ICANN | GNMF with Newton-Based Methods. | Rafal Zdunek, Anh Huy Phan, Andrzej Cichocki |
| 2013 | ICASSP | From basis components to complex structural patterns. | Anh Huy Phan, Andrzej Cichocki, Petr Tichavsk, Rafal Zdunek, Sidney R. Lehky |
| 2012 | ICAISC | Initialization of Nonnegative Matrix Factorization with Vertices of Convex Polytope. | Rafal Zdunek |
| 2012 | ICANN | Spectral Signal Unmixing with Interior-Point Nonnegative Matrix Factorization. | Rafal Zdunek |
| 2012 | ICONIP | Approximation of Feature Vectors in Nonnegative Matrix Factorization with Gaussian Radial Basis Functions. | Rafal Zdunek |
| 2011 | ICIAP | Uni-orthogonal Nonnegative Tucker Decomposition for Supervised Image Classification. | Rafal Zdunek |
| 2011 | IWANN | Regularized Active Set Least Squares Algorithm for Nonnegative Matrix Factorization in Application to Raman Spectra Separation. | Rafal Zdunek |
| 2010 | ICAISC | Sequential Coordinate-Wise DNMF for Face Recognition. | Rafal Zdunek, Andrzej Cichocki |
| 2010 | ICAISC | UMTS Base Station Location Planning with Invasive Weed Optimization. | Rafal Zdunek, Tomasz Ignor |
| 2010 | ICONIP | Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. | Anh Huy Phan, Andrzej Cichocki, Rafal Zdunek, Thanh Vu Dinh |
| 2008 | ICAISC | Data Clustering with Semi-binary Nonnegative Matrix Factorization. | Rafal Zdunek |
| 2008 | ISNN | CG-M-FOCUSS and Its Application to Distributed Compressed Sensing. | Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Jianting Cao |
| 2007 | ICASSP | Non-Negative Tensor Factorization using Alpha and Beta Divergences. | Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari |
| 2007 | ICONIP | Sparse Super Symmetric Tensor Factorization. | Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari |
| 2007 | ICONIP | Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. | Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang |
| 2007 | ICONIP | Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. | Rafal Zdunek, Andrzej Cichocki |
| 2007 | ISNN | Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. | Andrzej Cichocki, Rafal Zdunek |
| 2006 | ICAISC | Extended SMART Algorithms for Non-negative Matrix Factorization . | Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He |
| 2006 | ICAISC | Non-negative Matrix Factorization with Quasi-Newton Optimization. | Rafal Zdunek, Andrzej Cichocki |
| 2006 | ICASSP | New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation. | Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari |
| 2006 | PIMRC | Improved Modeling of Highly Loaded UMTS Network with Nonnegative Constraints. | Rafal Zdunek, Maciej J. Nawrocki |
| 2005 | PIMRC | Application of linear solvers to UMTS network optimization without and with smart antennas. | Rafal Zdunek, Maciej J. Nawrocki, Mischa Dohler, Hamid Aghvami |