Critical Analysis of Conversational Agent Technology for Intelligent Customer Support and Proposition of a New Solution. - Mateusz Modrzejewski; Przemyslaw Rokita (ICAISC (2), 2018)

Graphical Interface Design for Chatbots for the Needs of Artificial Intelligence Support in Web and Mobile Applications. - Mateusz Modrzejewski; Przemyslaw Rokita (ICCVG, 2018)

Implementation of Generic Steering Algorithms for AI Agents in Computer Games. - Mateusz Modrzejewski; Przemyslaw Rokita (Intelligent Methods and Big Data in Industrial Applications, 2019)

Application of Deep Neural Networks to Music Composition Based on MIDI Datasets and Graphical Representation. - Mateusz Modrzejewski; Mateusz Dorobek; Przemyslaw Rokita (ICAISC (1), 2019)

Application of Neural Networks and Graphical Representations for Musical Genre Classification. - Mateusz Modrzejewski; Jakub Szachewicz; Przemyslaw Rokita (ICAISC (1), 2020)

Efficient Recurrent Neural Network Architecture for Musical Style Transfer. - Mateusz Modrzejewski; Konrad Bereda; Przemyslaw Rokita (ICAISC (1), 2021)

Transfer Learning with Deep Neural Embeddings for Music Classification Tasks. - Mateusz Modrzejewski; Piotr Szachewicz; Przemyslaw Rokita (ICAISC (1), 2022)

The Biased Journey of MSD_AUDIO.ZIP. - Haven Kim; Keunwoo Choi; Mateusz Modrzejewski; Cynthia C. S. Liem (CoRR, 2023)

Speech Deepfake Recognition with Data-Efficient Vision Transformers. - Mateusz Modrzejewski; Szymon Skarzynski; Przemyslaw Rokita (ICAISC (3), 2024)

Prevailing Research Areas for Music AI in the Era of Foundation Models. - Megan Wei; Mateusz Modrzejewski; Aswin Sivaraman; Dorien Herremans (CoRR, 2024)

M6(GPT)3: Generating Multitrack Modifiable Multi-Minute MIDI Music from Text using Genetic algorithms, Probabilistic methods and GPT Models in any Progression and Time signature. - Jakub Pocwiardowski; Mateusz Modrzejewski; Marek S. Tatara (CoRR, 2024)

CloserMusicDB: A Modern Multipurpose Dataset of High Quality Music. - Aleksandra Piekarzewicz; Tomasz Sroka; Aleksander Tym; Mateusz Modrzejewski (CoRR, 2024)

Symbotunes: unified hub for symbolic music generative models. - Pawel Skiers; Maksymilian Lazarski; Michal Kopec; Mateusz Modrzejewski (CoRR, 2024)

MidiTok Visualizer: a tool for visualization and analysis of tokenized MIDI symbolic music. - Michal Wiszenko; Kacper Stefanski; Piotr Malesa; Lukasz Pokorzynski; Mateusz Modrzejewski (CoRR, 2024)

Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation. - Jan Retkowski; Jakub Stepniak; Mateusz Modrzejewski (CoRR, 2024)

M6(GPT)3: Generating Multitrack Modifiable Multi-Minute MIDI Music from Text using Genetic Algorithms, Probabilistic Methods and GPT Models in any Progression and Time Signature. - Jakub Pocwiardowski; Mateusz Modrzejewski; Marek S. Tatara (ICMEW, 2025)

PyBrook - A Python framework for processing and visualising real-time data. - Michal Rokita; Mateusz Modrzejewski; Przemyslaw Rokita (SoftwareX, 2025)

Evaluating Fake Music Detection Performance Under Audio Augmentations. - Tomasz Sroka; Tomasz Wezowicz; Dominik Sidorczuk; Mateusz Modrzejewski (CoRR, 2025)