| 2026 | ACIIDS | Evaluation of DPO Configurations for LLM Alignment. | Jan Majkutewicz, Julian Szymanski |
| 2025 | ICAISC | Analysis of Respiratory Sinus Arrhythmia with Neural Networks. | Julian Szymanski, Patryk Orkisz, Higinio Mora |
| 2025 | ICCCI | Learning Action Strategies in the Wumpus World with DQN. | Karol Draszawka, Julian Szymanski, David Gil, Mara Teresa Signes Pont, Higinio Mora |
| 2024 | CEC | Neural network agents trained by declarative programming tutors. | Julian Szymanski, Jan Dobrosolski, Higinio Mora, Karol Draszawka |
| 2024 | ICAART | LSA Is not Dead: Improving Results of Domain-Specific Information Retrieval System Using Stack Overflow Questions Tags. | Szymon Olewniczak, Julian Szymanski, Piotr Malak, Robert Komar, Agnieszka Letowska |
| 2024 | ICAISC | Graph-Based Dialog Structure Modeling. | Wojciech Janowski, Piotr Pezik, Julian Szymanski |
| 2023 | ICCCI | Previous Opinions is All You Need - Legal Information Retrieval System. | Maciej Osowski, Katarzyna Lorenc, Pawel Drozda, Rafal Scherer, Konrad Szalapak, Kajetan Komar-Komarowski, Julian Szymanski, Andrzej Sobecki |
| 2022 | ICAISC | Short Texts Representations for Legal Domain Classification. | Tomasz Zymkowski, Julian Szymanski, Andrzej Sobecki, Pawel Drozda, Konrad Szalapak, Kajetan Komar-Komarowski, Rafal Scherer |
| 2022 | ICCS | How to Sort Them? A Network for LEGO Bricks Classification. | Tomasz Boinski, Konrad Zawora, Julian Szymanski |
| 2021 | CEC | Embedded Representations of Wikipedia Categories. | Jan Majkutewicz, Julian Szymanski, Andrzej Sobecki, Higinio Mora, David Gil |
| 2021 | ICCS | Fast Approximate String Search for Wikification. | Szymon Olewniczak, Julian Szymanski |
| 2020 | HSI | Explicitly Defined Sampling Categories for ESA on a Bipartite Graph. | Mateusz Ozga, Julian Szymanski |
| 2020 | ICCS | Weighted Clustering for Bees Detection on Video Images. | Jerzy Dembski, Julian Szymanski |
| 2019 | FedCSIS | Towards semantic-rich word embeddings. | Grzegorz Beringer, Mateusz Jablonski, Piotr Januszewski, Andrzej Sobecki, Julian Szymanski |
| 2019 | ICDCIT | Bees Detection on Images: Study of Different Color Models for Neural Networks. | Jerzy Dembski, Julian Szymanski |
| 2019 | INISTA | Exact-match Based Wikipedia-WordNet Integration. | Tomasz Boinski, Julian Szymanski, Tymoteusz Cejrowski |
| 2018 | ACIIDS | Detection of the Bee Queen Presence Using Sound Analysis. | Tymoteusz Cejrowski, Julian Szymanski, Higinio Mora Mora, David Gil |
| 2018 | ICAISC | Text Categorization Improvement via User Interaction. | Jakub Atroszko, Julian Szymanski, David Gil, Higinio Mora Mora |
| 2018 | ICCCI | DBpedia and YAGO Based System for Answering Questions in Natural Language. | Tomasz Boinski, Julian Szymanski, Bartlomiej Dudek, Pawel Zalewski, Szymon Dompke, Maria Czarnecka |
| 2017 | ICCCI | Analysis of Denoising Autoencoder Properties Through Misspelling Correction Task. | Karol Draszawka, Julian Szymanski |
| 2016 | FedCSIS | Towards increasing F-measure of approximate string matching in O(1) complexity. | Adrian Boguszewski, Julian Szymanski, Karol Draszawka |
| 2015 | ICAISC | Improving Effectiveness of SVM Classifier for Large Scale Data. | Jerzy Balicki, Julian Szymanski, Marcin Kepa, Karol Draszawka, Waldemar Korlub |
| 2015 | ICDCIT | Information Retrieval in Wikipedia with Conceptual Directions. | Julian Szymanski |
| 2014 | ICAISC | Big Data Paradigm Developed in Volunteer Grid System with Genetic Programming Scheduler. | Jerzy Balicki, Waldemar Korlub, Julian Szymanski, Marcin Zakidalski |
| 2014 | ISMIS | Evaluation of Path Based Methods for Conceptual Representation of the Text. | Lukasz Kucharczyk, Julian Szymanski |
| 2013 | ACIIDS | Retrieval with Semantic Sieve. | Julian Szymanski, Henryk Krawczyk, Marcin Deptula |
| 2013 | CIARP | Selecting Features with SVM. | Jacek Rzeniewicz, Julian Szymanski |
| 2013 | HSI | Thresholding strategies for large scale multi-label text classifier. | Karol Draszawka, Julian Szymanski |
| 2013 | ICAISC | Selection of Relevant Features for Text Classification with K-NN. | Jerzy Balicki, Henryk Krawczyk, Lukasz Rymko, Julian Szymanski |
| 2013 | ICCCI | Bringing Common Sense to WordNet with a Word Game. | Jacek Rzeniewicz, Julian Szymanski |
| 2013 | ICCCI | Improvement of Imperfect String Matching Based on Asymmetric n-Grams. | Julian Szymanski, Tomasz Boinski |
| 2013 | ICDCIT | Wikipedia Articles Representation with Matrix'u. | Julian Szymanski |
| 2012 | ICAISC | Text Classifiers for Automatic Articles Categorization. | Mateusz Westa, Julian Szymanski, Henryk Krawczyk |
| 2012 | ICCCI | Words Context Analysis for Improvement of Information Retrieval. | Julian Szymanski |
| 2012 | ICONIP | Self Organizing Maps for Visualization of Categories. | Julian Szymanski, Wlodzislaw Duch |
| 2012 | ICONIP | Annotating Words Using WordNet Semantic Glosses. | Julian Szymanski, Wlodzislaw Duch |
| 2012 | IDEAL | Interactive Information Retrieval Algorithm for Wikipedia Articles. | Julian Szymanski |
| 2011 | ACIIDS | Self-Organizing Map Representation for Clustering Wikipedia Search Results. | Julian Szymanski |
| 2011 | IC3K | Security Ontology Construction and Integration. | Tomasz Boinski, Piotr Orlowski, Julian Szymanski, Henryk Krawczyk |
| 2011 | ICONIP | Induction of the Common-Sense Hierarchies in Lexical Data. | Julian Szymanski, Wlodzislaw Duch |
| 2011 | IDEAL | Categorization of Wikipedia Articles with Spectral Clustering. | Julian Szymanski |
| 2011 | ISMIS | External Validation Measures for Nested Clustering of Text Documents. | Karol Draszawka, Julian Szymanski |
| 2010 | ICONIP | Representation of Hypertext Documents Based on Terms, Links and Text Compressibility. | Julian Szymanski, Wlodzislaw Duch |
| 2010 | IDEAL | Towards Automatic Classification of Wikipedia Content. | Julian Szymanski |
| 2009 | IC3K | Wordventure - Cooperative Wordnet Editor - Architecture for Lexical Semantic Acquisition. | Julian Szymanski |
| 2009 | IC3K | Cooperative WordNet Editor for Lexical Semantic Acquisition. | Julian Szymanski |
| 2008 | IJCNN | Knowledge representation and acquisition for large-scale semantic memory. | Julian Szymanski, Wlodzislaw Duch |
| 2007 | ICONIP | Text Categorization with Semantic Commonsense Knowledge: First Results. | Pawel Majewski, Julian Szymanski |
| 2007 | IJCNN | Semantic Memory Knowledge Acquisition Through Active Dialogues. | Julian Szymanski, Wlodzislaw Duch |
| 2005 | CW | Semantic Memory for Avatars in Cyberspace. | Julian Szymanski, Tomasz Sarnatowicz, Wlodzislaw Duch |