| 2023 | ACL | Classical Out-of-Distribution Detection Methods Benchmark in Text Classification Tasks. | Mateusz Baran, Joanna Baran, Mateusz Wjcik, Maciej Zieba, Adam Gonczarek |
| 2023 | ACL | Domain-Agnostic Neural Architecture for Class Incremental Continual Learning in Document Processing Platform. | Mateusz Wjcik, Witold Kosciukiewicz, Mateusz Baran, Tomasz Kajdanowicz, Adam Gonczarek |
| 2023 | ICCS | Similarity-Based Memory Enhanced Joint Entity and Relation Extraction. | Witold Kosciukiewicz, Mateusz Wjcik, Tomasz Kajdanowicz, Adam Gonczarek |
| 2017 | ACIIDS | A Bayesian Framework for Chemical Shift Assignment. | Adam Gonczarek, Piotr Klukowski, Maciej Drwal, Pawel Swiatek |
| 2015 | ACIIDS | RBM-SMOTE: Restricted Boltzmann Machines for Synthetic Minority Oversampling Technique. | Maciej Zieba, Jakub M. Tomczak, Adam Gonczarek |
| 2015 | CIBCB | A benchmark for automated peak picking of protein NMR spectra. | Piotr Klukowski, Adam Gonczarek, Michal J. Walczak |
| 2014 | ICSEng | Sparse hidden units activation in Restricted Boltzmann Machine. | Jakub M. Tomczak, Adam Gonczarek |
| 2014 | ICSEng | Accelerated learning for Restricted Boltzmann Machine with momentum term. | Szymon Zareba, Adam Gonczarek, Jakub M. Tomczak, Jerzy Swiatek |
| 2011 | ICSEng | Migration-aware Optimization of Virtualized Computational Resources Allocation in Complex Systems. | Piotr Rygielski, Adam Gonczarek |