Pawel Renc

According to our database, Pawel Renc authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Zero shot health trajectory prediction using transformer.

Pawel Renc, Yugang Jia, Anthony E. Samir, Jaroslaw Was, Quanzheng Li, David W. Bates, Arkadiusz Sitek

npj Digit. Medicine, 2024

2023

GNN Scaling 0.1 Software Artifact.

Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler

Dataset, June, 2023

High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations.

Maciej Besta, Pawel Renc, Robert Gerstenberger, Paolo Sylos Labini, Alexandros Nikolaos Ziogas, Tiancheng Chen, Lukas Gianinazzi, Florian Scheidl, Kalman Szenes, Armon Carigiet, Patrick Iff, Grzegorz Kwasniewski, Raghavendra Kanakagiri, Chio Ge, Sammy Jaeger, Jaroslaw Was, Flavio Vella, Torsten Hoefler

Proceedings of the International Conference for High Performance Computing, 2023

2022

Towards efficient GPGPU Cellular Automata model implementation using persistent active cells.

Pawel Renc, Tomasz Pecak, Alessio De Rango, William Spataro, Giuseppe Mendicino, Jaroslaw Was

J. Comput. Sci., 2022

A comparative study of GP-based and state-of-the-art classifiers on a synthetic machine learning benchmark.

Patryk Orzechowski, Pawel Renc, William G. La Cava, Jason H. Moore, Arkadiusz Sitek, Jaroslaw Was, Joost B. Wagenaar

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

EBIC.JL: an efficient implementation of evolutionary biclustering algorithm in Julia.

Pawel Renc, Patryk Orzechowski, Aleksander Byrski, Jaroslaw Was, Jason H. Moore

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Rapid prototyping of evolution-driven biclustering methods in Julia.

Pawel Renc, Patryk Orzechowski, Aleksander Byrski, Jaroslaw Was, Jason H. Moore

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2019

HPC Large-Scale Pedestrian Simulation Based on Proxemics Rules.

Pawel Renc, Maciej Bielech, Tomasz Pecak, Piotr Morawiecki, Mateusz Paciorek, Wojciech Turek, Aleksander Byrski, Jaroslaw Was

Proceedings of the Parallel Processing and Applied Mathematics, 2019