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Department of Artificial Intelligence
← Geospatial & Mobility Research Group

Publications

Publications assigned to this group and public publications confirmed in the research records of its current members.

Publications: 44

  1. LEON: location embeddings from OSM neighborhoods via hexagonal graph masked autoencoders

    Szymon Sołtysiak, Radosław J Małek, Jędrzej Kuśnierz, Miłosz Chojecki, Piotr Szymański, Aleksandra D Kawala-Sterniuk

    ICCCI 2026 · 2027

  2. A hybrid framework for missing value imputation in an air quality sensor network

    Jarosław Bernacki, Marek Badura, Piotr Szymański, Izabela Sówka

    Sustainability · 2026

  3. Inter-city infections and the role of size heterogeneity in containment

    Viktor Bezborodov, Tyll Krüger, Piotr Szymański, Cornelia Pokalyuk, Aurélien Velleret

    Journal of Theoretical Biology · 2025

  4. OBSR: Open Benchmark for spatial representations

    Julia A. Moska, Oleksii Furman, Piotr Ł Gramacki, Piotr Szymański, Kacper Kozaczko, Szymon Leszkiewicz, Jakub Polczyk

    33rd ACM SIGSPATIAL · 2025

  5. Evaluation of code LLMs on geospatial code generation

    Piotr Ł. Gramacki, Piotr Szymański, Bruno Martins

    GeoAI 2024 · 2024

  6. Massively Multilingual Corpus of Sentiment Datasets and Multi-faceted Sentiment Classification Benchmark

    Łukasz M. Augustyniak, Szymon Woźniak, Marcin Gruza, Piotr Ł Gramacki, Krzysztof Rajda, Tomasz Kajdanowicz, Mikołaj Morzy

    NeurIPS 2023 · 2023

  7. Improved DeepFake detection using Whisper features

    Piotr Kawa, Marcin Plata, Michał J Czuba, Piotr Szymański, Piotr Syga

    Interspeech 2023 · 2023

  8. Why aren’t we NER yet? Artifacts of ASR errors in named entity recognition in spontaneous speech transcript

    Piotr Szymański, Łukasz M Augustyniak, Adrian Szymczak, Mikołaj Morzy, Krzysztof Surdyk, Piotr Żelasko

    2023

  9. Pomiary jakości powietrza na kampusie Politechniki Wrocławskiej za pomocą sieci czujnikowej

    Marek Badura, Izabela Sówka, Piotr Szymański, Piotr Batog

    Gaz, Woda i Technika Sanitarna · 2023

  10. Utilizing OSM data in geospatial representation learning

    Piotr Ł. Gramacki, Kacper Leśniara, Kamil Raczycki, Szymon Woźniak, Piotr Szymański

    Proceedings of the OSM Science at State of the Map Europe 2023, Antwerp, Belgium, 10-12 November 2023 · 2023

  11. SRAI: Towards standardization of geospatial AI

    Piotr Ł. Gramacki, Kacper Leśniara, Kamil Raczycki, Szymon Woźniak, Marcin Przymus, Piotr Szymański

    GeoAI 2023 · 2023

  12. Mitigation and herd immunity strategy for COVID-19 is likely to fail

    Marek Bawiec, Viktor Bezborodov, Marcin Bodych, Tyll Krüger, Agata Migalska, Barbara Pabjan, Tomasz Ożański, Ewaryst Rafajłowicz, Wojciech Rafajłowicz, Ewa Skubalska-Rafajłowicz, Sara Ryfczyńska, Piotr Szymański, Barbara Adamik, Wolfgang Bock, Jan Pablo Burgard, Thomas Götz, Ewa Szczurek

    Raporty Katedry Automatyki, Mechatroniki i Systemów Sterowania. 2023, Ser. PRE · 2023

  13. Resources and few-shot learners for in-context learning in slavic languages

    Piotr Ł Gramacki, Michal Štefánik, Marek Kaldcík, Petr Sojka

    The 9th Workshop on Slavic Natural Language Processing 2023 · 2023

  14. Map Diffusion - text promptable map generation diffusion model

    Marcin Przymus, Piotr Szymański

    UrbanAI '23 · 2023

  15. highway2vec - representing OpenStreetMap microregions with respect to their road network characteristics

    Kacper Leśniara, Piotr Szymański

    GeoAI 2022 · 2022

  16. Assessment of Massively Multilingual Sentiment Classifiers

    Krzysztof Rajda, Łukasz Augustyniak, Piotr Gramacki, Marcin Gruza, Szymon Woźniak, Tomasz Kajdanowicz

    Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis · 2022

  17. This is the Way: Designing and Compiling LEPISZCZE, a Comprehensive NLP Benchmark for Polish

    Łukasz M. Augustyniak, Kamil Tagowski, Albert K Sawczyn, Denis P Janiak, Roman D Bartusiak, Adrian Szymczak, Marcin Wątroba, Arkadiusz Janz, Piotr Szymański, Tomasz Kajdanowicz, Maciej Piasecki, Mikołaj Morzy

    NeurIPS 2022 · 2022

  18. gtfs2vec: learning GTFS embeddings for comparing public transport offer in microregions

    Piotr Ł. Gramacki, Szymon Woźniak, Piotr Szymański

    GeoSearch 2021 · 2021

  19. Transfer learning approach to bicycle-sharing systems' station location planning using OpenStreetMap data

    Kamil Raczycki, Piotr Szymański

    ARIC 2021 · 2021

  20. Spatial data mining of public transport incidents reported in social media

    Kamil Raczycki, Marcin Szymański, Yahor Yeliseyenka, Piotr Szymański, Tomasz Kajdanowicz

    IWCTS 2021 · 2021