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Piotr Bielak

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings

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May 17, 2024
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Representation learning in multiplex graphs: Where and how to fuse information?

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Feb 27, 2024
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Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning

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Oct 27, 2023
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Graph-level representations using ensemble-based readout functions

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Mar 03, 2023
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RAFEN -- Regularized Alignment Framework for Embeddings of Nodes

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Mar 03, 2023
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On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction

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Jun 29, 2021
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Graph Barlow Twins: A self-supervised representation learning framework for graphs

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Jun 04, 2021
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AttrE2vec: Unsupervised Attributed Edge Representation Learning

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Dec 29, 2020
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Incremental embedding for temporal networks

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Apr 06, 2019
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