Towards a Learning-Based Performance Modeling for Accelerating Deep Neural Networks. - Damiano Perri; Paolo Sylos Labini; Osvaldo Gervasi; Sergio Tasso; Flavio Vella (ICCSA (1), 2019)

Analysis of SARS-CoV-2 protein interactome map. - Paola Lecca; Bruno Carpentieri; Paolo Sylos Labini; Flavio Vella; Emidio Troiani; Attilio Cavezzi (BIBM, 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)

Blocking Sparse Matrices to Leverage Dense-Specific Multiplication. - Paolo Sylos Labini; Massimo Bernaschi; Werner Nutt; Francesco Silvestri 001; Flavio Vella (IA3@SC, 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; et al. (SC, 2022)

Blocking Techniques for Sparse Matrix Multiplication on Tensor Accelerators. - Paolo Sylos Labini; Massimo Bernaschi; Francesco Silvestri 001; Flavio Vella (CoRR, 2022)

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; et al. (SC, 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; et al. (Zenodo, 2023)

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 (PDP, 2024)

High Performance Unstructured SpMM Computation Using Tensor Cores. - Patrik Okanovic; Grzegorz Kwasniewski; Paolo Sylos Labini; Maciej Besta; Flavio Vella; Torsten Hoefler (SC, 2024)