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Piotr Bielak
Piotr Bielak
Wrocław University of Science and Technology
Verified email at pwr.edu.pl - Homepage
Title
Cited by
Cited by
Year
Graph Barlow Twins: A self-supervised representation learning framework for graphs
P Bielak, T Kajdanowicz, NV Chawla
Knowledge-Based Systems 256, 109631, 2022
942022
FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings
P Bielak, K Tagowski, M Falkiewicz, T Kajdanowicz, NV Chawla
arXiv preprint arXiv:1904.03423, 2020
222020
On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction
EE Kosasih, J Cabezas, X Sumba, P Bielak, K Tagowski, K Idanwekhai, ...
arXiv preprint arXiv:2106.15529, 2021
82021
AttrE2vec: Unsupervised Attributed Edge Representation Learning
P Bielak, T Kajdanowicz, NV Chawla
Information Sciences, 2022
72022
Embedding alignment methods in dynamic networks
K Tagowski, P Bielak, T Kajdanowicz
International Conference on Computational Science, 599-613, 2021
42021
Graph-level representations using ensemble-based readout functions
J Binkowski, A Sawczyn, D Janiak, P Bielak, T Kajdanowicz
International Conference on Computational Science, 393-405, 2023
32023
PyTorch-Geometric Edge-a Library for Learning Representations of Graph Edges
P Bielak, TJ Kajdanowicz
The First Learning on Graphs Conference, 2022
22022
Retrofitting structural graph embeddings with node attribute information
P Bielak, D Puchalska, T Kajdanowicz
International Conference on Computational Science, 178-191, 2022
22022
Representation learning in multiplex graphs: Where and how to fuse information?
P Bielak, T Kajdanowicz
arXiv preprint arXiv:2402.17906, 2024
2024
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning
D Janiak, J Binkowski, P Bielak, T Kajdanowicz
arXiv preprint arXiv:2310.18080, 2023
2023
RAFEN – Regularized Alignment Framework for Embeddings of Nodes
K Tagowski, P Bielak, J Binkowski, T Kajdanowicz
International Conference on Computational Science, 352-364, 2023
2023
A deeper look at Graph Embedding RetroFitting
P Bielak, J Binkowski, A Sawczyn, K Viarenich, D Puchalska, ...
Journal of Computational Science 68, 101979, 2023
2023
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