Identifying super spreaders in multilayer networks
M Czuba, M Stolarski, A Piróg, P Bielak, P Bródka, M Stolarski
ECAI 2025
Assistant Professor
Piotr is a passionate programmer and machine learning enthusiast. He started his research in ML while working at Intel on reinforcement learning methods for large scale cluster schedulers. The work was then continued during his Bachelor thesis (RL-based Linux process scheduler). Later, during Masters studies, he explored the area of representation learning on graphs. His Master thesis “Incremental learning techniques for embedding of temporal graphs” won the first prize in the national competition for the “Best Master thesis in Computer Science”. Currently, he focuses on unsupervised representation learning methods for attributed graphs.
B.Eng. in Computer Science (with honours)
Wroclaw University of Science and Technology
MsC in Computer Science (with honours)
Wroclaw University of Science and Technology
M Czuba, M Stolarski, A Piróg, P Bielak, P Bródka, M Stolarski
ECAI 2025
JJ Duszenko, P Bielak
ICCS 2025 108–121
DP Janiak, J Binkowski, P Bielak, T Kajdanowicz
ICCS 2024 337–351
AK Sawczyn, J Binkowski, P Bielak, T Kajdanowicz
LREC-COLING 2024 5768–5782
J Binkowski, AK Sawczyn, DP Janiak, P Bielak, T Kajdanowicz
ICCS 2023 393–405
K Tagowski, P Bielak, J Binkowski, T Kajdanowicz
ICCS 2023 352–364
P Bielak, J Binkowski, AK Sawczyn, K Viarenich, D Puchalska, T Kajdanowicz
Journal of Computational Science 68, 1–8 · Cited by 1
P Bielak, T Kajdanowicz, N Chawla
Knowledge-Based Systems 256, 1–12 · Cited by 110
P Bielak, K Tagowski, M Falkiewicz, T Kajdanowicz, N Chawla
Knowledge-Based Systems 236, 1–19 · Cited by 1
P Bielak, D Puchalska, T Kajdanowicz
ICCS 2022 178–191 · Cited by 1
P Bielak, T Kajdanowicz, N Chawla
Information Sciences 592, 82–96 · Cited by 1
K Tagowski, P Bielak, T Kajdanowicz
Conference paper · Cited by 6