Piotr Gainski

According to our database, Piotr Gainski authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Relative molecule self-attention transformer.

Lukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gainski, Jacek Tabor, Igor T. Podolak, Pawel M. Morkisz, Stanislaw Jastrzebski

J. Cheminformatics, December, 2024

Chimera: Accurate retrosynthesis prediction by ensembling models with diverse inductive biases.

Krzysztof Maziarz, Guoqing Liu, Hubert Misztela, Aleksei Kornev, Piotr Gainski, Holger Hoefling, Mike Fortunato, Rishi Gupta, Marwin H. S. Segler

CoRR, 2024

RetroGFN: Diverse and Feasible Retrosynthesis using GFlowNets.

Piotr Gainski, Michal Koziarski, Krzysztof Maziarz, Marwin H. S. Segler, Jacek Tabor, Marek Smieja

CoRR, 2024

RGFN: Synthesizable Molecular Generation Using GFlowNets.

Michal Koziarski, Andrei Rekesh, Dmytro Shevchuk, Almer van der Sloot, Piotr Gainski, Yoshua Bengio, Cheng-Hao Liu, Mike Tyers, Robert A. Batey

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Re-evaluating Retrosynthesis Algorithms with Syntheseus.

Krzysztof Maziarz, Austin Tripp, Guoqing Liu, Megan Stanley, Shufang Xie, Piotr Gainski, Philipp Seidl, Marwin H. S. Segler

CoRR, 2023

ChiENN: Embracing Molecular Chirality with Graph Neural Networks.

Piotr Gainski, Michal Koziarski, Jacek Tabor, Marek Smieja

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks.

Piotr Gainski, Klaudia Balazy

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract).

Piotr Gainski, Lukasz Maziarka, Tomasz Danel, Stanislaw Jastrzebski

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022