Paolo Sylos Labini

According to our database, Paolo Sylos Labini authored at least 10 papers between 2019 and 2024.

Collaborative distances:

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

2024

High Performance Unstructured SpMM Computation Using Tensor Cores.

Patrik Okanovic, Grzegorz Kwasniewski, Paolo Sylos Labini, Maciej Besta, Flavio Vella, Torsten Hoefler

CoRR, 2024

Scaling Expected Force: Efficient Identification of Key Nodes in Network-Based Epidemic Models.

Paolo Sylos Labini, Andrej Jurco, Matteo Ceccarello, Stefano Guarino, Enrico Mastrostefano, Flavio Vella

Proceedings of the 32nd Euromicro International Conference on Parallel, 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

Blocking Techniques for Sparse Matrix Multiplication on Tensor Accelerators.

Paolo Sylos Labini, Massimo Bernaschi, Francesco Silvestri, Flavio Vella

CoRR, 2022

ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations.

Maciej Besta, Cesare Miglioli, Paolo Sylos Labini, Jakub Tetek, Patrick Iff, Raghavendra Kanakagiri, Saleh Ashkboos, Kacper Janda, Michal Podstawski, Grzegorz Kwasniewski, Niels Gleinig, Flavio Vella, Onur Mutlu, Torsten Hoefler

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Blocking Sparse Matrices to Leverage Dense-Specific Multiplication.

Paolo Sylos Labini, Massimo Bernaschi, Werner Nutt, Francesco Silvestri, Flavio Vella

Proceedings of the 12th IEEE/ACM Workshop on Irregular Applications: Architectures and Algorithms, 2022

2021

On the Anatomy of Predictive Models for Accelerating GPU Convolution Kernels and Beyond.

Paolo Sylos Labini, Marco Cianfriglia, Damiano Perri, Osvaldo Gervasi, Grigori Fursin, Anton Lokhmotov, Cedric Nugteren, Bruno Carpentieri, Fabiana Zollo, Flavio Vella

ACM Trans. Archit. Code Optim., 2021

Analysis of SARS-CoV-2 protein interactome map.

Paola Lecca, Bruno Carpentieri, Paolo Sylos Labini, Flavio Vella, Emidio Troiani, Attilio Cavezzi

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

Towards a Learning-Based Performance Modeling for Accelerating Deep Neural Networks.

Damiano Perri, Paolo Sylos Labini, Osvaldo Gervasi, Sergio Tasso, Flavio Vella

Proceedings of the Computational Science and Its Applications - ICCSA 2019, 2019