Piotr Bielak

23 papers A 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2025 A conf
Identifying Super Spreaders in Multilayer Networks.
ECAI
Michal Czuba, Mateusz Stolarski, Adam Piróg, Piotr Bielak, Piotr Bródka
2025 J jnl
Identifying Super Spreaders in Multilayer Networks.
CoRR
Michal Czuba, Mateusz Stolarski, Adam Piróg, Piotr Bielak, Piotr Bródka
2025 — conf
Towards Weight-Space Interpretation of Low-Rank Adapters for Diffusion Models.
ICCS (1)
Jacek Duszenko, Piotr Bielak
2024 — conf
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings.
LREC/COLING
Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2024 J jnl
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings.
CoRR
Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2024 — conf
Enhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning.
ICCS (7)
Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2024 — conf
Representation Learning in Multiplex Graphs: Where and How to Fuse Information?
ICCS (6)
Piotr Bielak, Tomasz Kajdanowicz
2024 J jnl
Representation learning in multiplex graphs: Where and how to fuse information?
CoRR
Piotr Bielak, Tomasz Kajdanowicz
2023 J jnl
A deeper look at Graph Embedding RetroFitting.
J. Comput. Sci.
Piotr Bielak, Jakub Binkowski, Albert Sawczyn, Katsiaryna Viarenich, Daria Puchalska, Tomasz Kajdanowicz
2023 — conf
Graph-Level Representations Using Ensemble-Based Readout Functions.
ICCS (1)
Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
2023 J jnl
Graph-level representations using ensemble-based readout functions.
CoRR
Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
2023 — conf
RAFEN - Regularized Alignment Framework for Embeddings of Nodes.
ICCS (1)
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
2023 J jnl
RAFEN - Regularized Alignment Framework for Embeddings of Nodes.
CoRR
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
2023 J jnl
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning.
CoRR
Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2022 J jnl
AttrE2vec: Unsupervised attributed edge representation learning.
Inf. Sci.
Piotr Bielak, Tomasz Kajdanowicz, Nitesh V. Chawla
2022 J jnl
FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings.
Knowl. Based Syst.
Piotr Bielak, Kamil Tagowski, Maciej Falkiewicz, Tomasz Kajdanowicz, Nitesh V. Chawla
2022 J jnl
Graph Barlow Twins: A self-supervised representation learning framework for graphs.
Knowl. Based Syst.
Piotr Bielak, Tomasz Kajdanowicz, Nitesh V. Chawla
2022 — conf
Retrofitting Structural Graph Embeddings with Node Attribute Information.
ICCS (1)
Piotr Bielak, Daria Puchalska, Tomasz Kajdanowicz
2021 — conf
Embedding Alignment Methods in Dynamic Networks.
ICCS (1)
Kamil Tagowski, Piotr Bielak, Tomasz Kajdanowicz
2021 J jnl
Graph Barlow Twins: A self-supervised representation learning framework for graphs.
CoRR
Piotr Bielak, Tomasz Kajdanowicz, Nitesh V. Chawla
2021 J jnl
On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction.
CoRR
Edward Elson Kosasih, Joaquín Cabezas, Xavier Sumba, Piotr Bielak, Kamil Tagowski, Kelvin Idanwekhai, Benedict Aaron Tjandra, Arian Rokkum Jamasb
2020 J jnl
AttrE2vec: Unsupervised Attributed Edge Representation Learning.
CoRR
Piotr Bielak, Tomasz Kajdanowicz, Nitesh V. Chawla
2019 J jnl
Incremental embedding for temporal networks.
CoRR
Tomasz Kajdanowicz, Kamil Tagowski, Maciej Falkiewicz, Piotr Bielak, Przemyslaw Kazienko, Nitesh V. Chawla