Łukasz Maziarka

About Łukasz Maziarka

Łukasz Maziarka, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Uniwersytet Jagiellonski, specializes in the field of Deep Learning, Graph Neural Networks, Cheminformatics, Attention Mechanism.

His recent articles reflect a diverse array of research interests and contributions to the field:

Multi-Label Conditional Generation From Pre-Trained Models

: Stochastic Time Series Modeling With Transformer

Extended study on atomic featurization in graph neural networks for molecular property prediction

Huggingmolecules: An open-source library for transformer-based molecular property prediction (student abstract)

Plugen: Multi-label conditional generation from pre-trained models

Relative Molecule Self-Attention Transformer

On the relationship between disentanglement and multi-task learning

OneFlow: One-class flow for anomaly detection based on a minimal volume region

Łukasz Maziarka Information

University

Position

___

Citations(all)

570

Citations(since 2020)

570

Cited By

92

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Łukasz Maziarka Skills & Research Interests

Deep Learning

Graph Neural Networks

Cheminformatics

Attention Mechanism

Top articles of Łukasz Maziarka

Multi-Label Conditional Generation From Pre-Trained Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/3/26

: Stochastic Time Series Modeling With Transformer

arXiv preprint arXiv:2403.05713

2024/3/8

Extended study on atomic featurization in graph neural networks for molecular property prediction

Journal of Cheminformatics

2023/9/19

Tomasz Danel
Tomasz Danel

H-Index: 4

Łukasz Maziarka
Łukasz Maziarka

H-Index: 4

Huggingmolecules: An open-source library for transformer-based molecular property prediction (student abstract)

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Łukasz Maziarka
Łukasz Maziarka

H-Index: 4

Tomasz Danel
Tomasz Danel

H-Index: 4

Plugen: Multi-label conditional generation from pre-trained models

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

Maciej Wołczyk
Maciej Wołczyk

H-Index: 2

Łukasz Maziarka
Łukasz Maziarka

H-Index: 4

Relative Molecule Self-Attention Transformer

Journal of Cheminformatics

2024/1/3

On the relationship between disentanglement and multi-task learning

2022/9/19

OneFlow: One-class flow for anomaly detection based on a minimal volume region

IEEE Transactions on Pattern Analysis and Machine Intelligence

2021/8/30

Łukasz Maziarka
Łukasz Maziarka

H-Index: 4

Jacek Tabor
Jacek Tabor

H-Index: 13

Multitask learning using BERT with task-embedded attention

2021/7/18

Łukasz Maziarka
Łukasz Maziarka

H-Index: 4

Tomasz Danel
Tomasz Danel

H-Index: 4

Mol-CycleGAN: a generative model for molecular optimization

Journal of Cheminformatics

2020/1/8

Comparison of Atom Representations in Graph Neural Networks for Molecular Property Prediction

2021/7/18

Processing of incomplete images by (graph) convolutional neural networks

2020/11/18

Molecule Attention Transformer

arXiv preprint arXiv:2002.08264

2020/2/19

De Novo Drug Design with a Docking Score Proxy

Machine Learning for Molecules Workshop at NeurIPS

2020

Flow-based SVDD for anomaly detection

arXiv preprint arXiv:2108.04907

2021/8/10

See List of Professors in Łukasz Maziarka University(Uniwersytet Jagiellonski)

Co-Authors

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