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
Adiunkt
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.
magister informatyki
Politechnika Wrocławska
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 · Cytowane przez 1
JA Moska, O Furman, PŁ Gramacki, P Szymański, K Kozaczko, S Leszkiewicz, …
33rd ACM SIGSPATIAL 670–681
PŁ Gramacki, P Szymański, B Martins
GeoAI 2024 54–62 · Cytowane przez 20
M Przymus, P Szymański
UrbanAI '23 32–41 · Cytowane przez 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
GeoAI 2023 43–52 · Cytowane przez 5
P Szymański, ŁM Augustyniak, A Szymczak, M Morzy, K Surdyk, P Żelasko
Materiały konferencyjne · Cytowane przez 7
P Kawa, M Plata, MJ Czuba, P Szymański, P Syga
Interspeech 2023 4009–4013
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) · Cytowane przez 62
M Badura, I Sówka, P Szymański, P Batog
Gaz, Woda i Technika Sanitarna (2), 21–25
K Leśniara, P Szymański
GeoAI 2022 18–29 · Cytowane przez 6
ŁM Augustyniak, K Tagowski, AK Sawczyn, DP Janiak, RD Bartusiak, A Szymczak, …, A Janz, P Szymański, T Kajdanowicz, M Piasecki, …
NeurIPS 2022 1–14
M Badura, I Sówka, Y Bezyk, MJ Pawnuk, P Szymański, P Batog
3rd Symposium "Air Quality and Health" 66–66
K Raczycki, P Szymański
ARIC 2021 1–12 · Cytowane przez 5
K Raczycki, M Szymański, Y Yeliseyenka, P Szymański, T Kajdanowicz
IWCTS 2021 1–8
PŁ Gramacki, S Woźniak, P Szymański
GeoSearch 2021 5–12 · Cytowane przez 5
S Woźniak, P Szymański
GeoAI 2021 61–71 · Cytowane przez 33
ŁM Augustyniak, P Szymański, J Mizgajski, A Szymczak, M Morzy, P Żelasko
Foundations of Computing and Decision Sciences 45(4), 281–304 · Cytowane przez 3
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