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ORCIDPiotr Gainski
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2020 – today
- 2024
[j1]Lukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gainski, Jacek Tabor, Igor T. Podolak, Pawel M. Morkisz, Stanislaw Jastrzebski:
Relative molecule self-attention transformer. J. Cheminformatics 16(1): 3 (2024)- [i7]Michal Koziarski, Andrei Rekesh, Dmytro Shevchuk, Almer van der Sloot
, Piotr Gainski, Yoshua Bengio, Cheng-Hao Liu, Mike Tyers, Robert A. Batey:
RGFN: Synthesizable Molecular Generation Using GFlowNets. CoRR abs/2406.08506 (2024) - [i6]Piotr Gainski, Michal Koziarski, Krzysztof Maziarz, Marwin H. S. Segler, Jacek Tabor, Marek Smieja:
RetroGFN: Diverse and Feasible Retrosynthesis using GFlowNets. CoRR abs/2406.18739 (2024) - [i5]Krzysztof Maziarz, Guoqing Liu, Hubert Misztela, Aleksei Kornev, Piotr Gainski, Holger Hoefling, Mike Fortunato, Rishi Gupta, Marwin H. S. Segler:
Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases. CoRR abs/2412.05269 (2024) - 2023
- [c3]Piotr Gainski, Klaudia Balazy:
Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks. EACL 2023: 2030-2040 - [c2]Piotr Gainski, Michal Koziarski, Jacek Tabor, Marek Smieja:
ChiENN: Embracing Molecular Chirality with Graph Neural Networks. ECML/PKDD (3) 2023: 36-52 - [i4]Piotr Gainski, Klaudia Balazy:
Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks. CoRR abs/2302.05120 (2023) - [i3]Piotr Gainski, Michal Koziarski, Jacek Tabor, Marek Smieja:
ChiENN: Embracing Molecular Chirality with Graph Neural Networks. CoRR abs/2307.02198 (2023) - [i2]Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gainski, Philipp Seidl, Marwin H. S. Segler:
Re-evaluating Retrosynthesis Algorithms with Syntheseus. CoRR abs/2310.19796 (2023) - 2022
- [c1]Piotr Gainski, Lukasz Maziarka, Tomasz Danel, Stanislaw Jastrzebski:
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract). AAAI 2022: 12949-12950 - 2021
- [i1]Lukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gainski, Jacek Tabor, Igor T. Podolak, Pawel M. Morkisz, Stanislaw Jastrzebski:
Relative Molecule Self-Attention Transformer. CoRR abs/2110.05841 (2021)
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