LEON: location embeddings from OSM neighborhoods via hexagonal graph masked autoencoders
S Sołtysiak, RJ Małek, J Kuśnierz, M Chojecki, P Szymański, AD Kawala-Sterniuk
ICCCI 2026 274–287
Assistant Professor
Piotr Szymański is an assistant Professor at the Department of Artificial Intelligence at the Wrocław University of Science and Technology and a Machine Learning Engineer at Avaya. Professionally involved in data analysis, statistical reasoning, geospatial data science, natural language processing, machine learning and artificial intelligence techniques.
He is an alumni of the Top 500 Innovators program at Stanford University, worked in several institutions over the years incl. Hasso Plattner Institute in Potsdam, Josef Stefan Institute in Ljubljana, University of Notre Dame and University of Technology Sydney. He is the author of http://scikit.ml - a popular python library for multi-label classification, and https://github.com/niedakh/pqdm/ - a parallel processing wrapper for tqdm.
Apart from multi-label classification, Piotr published papers concerning urban data, traffic analysis and bridging the gap between ASR and NLP in spoken language understanding systems. In his free time he is an urban activist in Wrocław - chairing the [http://tumw.pl](Society of Beautification of the City of Wrocław), and a member of Wrocław city [http://brochow.wroclaw.pl](distric council of Brochów).
Recently he became a member of the international group which models coronavirus spread: http://mocos.pl, which publishes regular reports about the state of the pandemic in Poland and also analysis of related phenomena.
MsC in Computer Science
Wroclaw University of Science and Technology
S Sołtysiak, RJ Małek, J Kuśnierz, M Chojecki, P Szymański, AD Kawala-Sterniuk
ICCCI 2026 274–287
J Bernacki, M Badura, P Szymański, I Sówka
Sustainability 18(17), 1–33
V Bezborodov, T Krüger, P Szymański, C Pokalyuk, A Velleret
Journal of Theoretical Biology 615, 1–21 · Cited by 1
JA Moska, O Furman, PŁ Gramacki, P Szymański, K Kozaczko, S Leszkiewicz, …
Conference paper
PŁ Gramacki, P Szymański, B Martins
Journal · Cited by 20
M Przymus, P Szymański
Journal · Cited by 4
PŁ Gramacki, K Leśniara, K Raczycki, S Woźniak, P Szymański
Proceedings of the OSM Science at State of the Map Europe 2023, Antwerp, Belgium, 10-12 November 2023 45–48
PŁ Gramacki, K Leśniara, K Raczycki, S Woźniak, M Przymus, P Szymański
Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery · Cited by 5
P Szymański, ŁM Augustyniak, A Szymczak, M Morzy, K Surdyk, P Żelasko
Conference paper · Cited by 7
P Kawa, M Plata, MJ Czuba, P Szymański, P Syga
INTERSPEECH 2023
M Bawiec, V Bezborodov, M Bodych, T Krüger, A Migalska, B Pabjan, …, P Szymański, …
Raporty Katedry Automatyki, Mechatroniki i Systemów Sterowania. 2023, Ser. PRE (3) · Cited by 62
M Badura, I Sówka, P Szymański, P Batog
Gaz, Woda i Technika Sanitarna (2), 21–25
K Leśniara, P Szymański
Preprint · Cited by 6
ŁM Augustyniak, K Tagowski, AK Sawczyn, DP Janiak, RD Bartusiak, A Szymczak, …, A Janz, P Szymański, T Kajdanowicz, M Piasecki, …
Advances in Neural Information Processing Systems
M Badura, I Sówka, Y Bezyk, MJ Pawnuk, P Szymański, P Batog
3rd Symposium "Air Quality and Health" 66–66
K Raczycki, P Szymański
Conference paper · Cited by 5
K Raczycki, M Szymański, Y Yeliseyenka, P Szymański, T Kajdanowicz
Conference paper
PŁ Gramacki, S Woźniak, P Szymański
Conference paper · Cited by 5
S Woźniak, P Szymański
Conference paper · Cited by 33
ŁM Augustyniak, P Szymański, J Mizgajski, A Szymczak, M Morzy, P Żelasko
Foundations of Computing and Decision Sciences · Cited by 3
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