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Piotr Bielak
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 15
Top Topics
Graph Theory
Dynamic Networks
Graph Embedding
Incremental Learning
Top Venues
CoRR
ICCS (1)
Knowl. Based Syst.
J. Comput. Sci.
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Publications
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Piotr Bielak
,
Jakub Binkowski
,
Albert Sawczyn
,
Katsiaryna Viarenich
,
Daria Puchalska
,
Tomasz Kajdanowicz
A deeper look at Graph Embedding RetroFitting.
J. Comput. Sci.
68 (2023)
Jakub Binkowski
,
Albert Sawczyn
,
Denis Janiak
,
Piotr Bielak
,
Tomasz Kajdanowicz
Graph-level representations using ensemble-based readout functions.
CoRR
(2023)
Jakub Binkowski
,
Albert Sawczyn
,
Denis Janiak
,
Piotr Bielak
,
Tomasz Kajdanowicz
Graph-Level Representations Using Ensemble-Based Readout Functions.
ICCS (1)
(2023)
Kamil Tagowski
,
Piotr Bielak
,
Jakub Binkowski
,
Tomasz Kajdanowicz
RAFEN - Regularized Alignment Framework for Embeddings of Nodes.
ICCS (1)
(2023)
Kamil Tagowski
,
Piotr Bielak
,
Jakub Binkowski
,
Tomasz Kajdanowicz
RAFEN - Regularized Alignment Framework for Embeddings of Nodes.
CoRR
(2023)
Denis Janiak
,
Jakub Binkowski
,
Piotr Bielak
,
Tomasz Kajdanowicz
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning.
CoRR
(2023)
Piotr Bielak
,
Daria Puchalska
,
Tomasz Kajdanowicz
Retrofitting Structural Graph Embeddings with Node Attribute Information.
ICCS (1)
(2022)
Piotr Bielak
,
Tomasz Kajdanowicz
,
Nitesh V. Chawla
Graph Barlow Twins: A self-supervised representation learning framework for graphs.
Knowl. Based Syst.
256 (2022)
Piotr Bielak
,
Kamil Tagowski
,
Maciej Falkiewicz
,
Tomasz Kajdanowicz
,
Nitesh V. Chawla
FILDNE: A Framework for Incremental Learning of Dynamic Networks Embeddings.
Knowl. Based Syst.
236 (2022)
Piotr Bielak
,
Tomasz Kajdanowicz
,
Nitesh V. Chawla
AttrE2vec: Unsupervised attributed edge representation learning.
Inf. Sci.
592 (2022)
Kamil Tagowski
,
Piotr Bielak
,
Tomasz Kajdanowicz
Embedding Alignment Methods in Dynamic Networks.
ICCS (1)
(2021)
Piotr Bielak
,
Tomasz Kajdanowicz
,
Nitesh V. Chawla
Graph Barlow Twins: A self-supervised representation learning framework for graphs.
CoRR
(2021)
Edward Elson Kosasih
,
Joaquín Cabezas
,
Xavier Sumba
,
Piotr Bielak
,
Kamil Tagowski
,
Kelvin Idanwekhai
,
Benedict Aaron Tjandra
,
Arian Rokkum Jamasb
On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction.
CoRR
(2021)
Piotr Bielak
,
Tomasz Kajdanowicz
,
Nitesh V. Chawla
AttrE2vec: Unsupervised Attributed Edge Representation Learning.
CoRR
(2020)
Tomasz Kajdanowicz
,
Kamil Tagowski
,
Maciej Falkiewicz
,
Piotr Bielak
,
Przemyslaw Kazienko
,
Nitesh V. Chawla
Incremental embedding for temporal networks.
CoRR
(2019)