Learning Lines with Ordinal Constraints. - Bohan Fan; Diego Ihara; Neshat Mohammadi; Francesco Sgherzi; Anastasios Sidiropoulos; Mina Valizadeh (APPROX-RANDOM, 2020)

Learning Lines with Ordinal Constraints. - Diego Ihara Centurion; Bohan Fan; Francesco Sgherzi; Anastasios Sidiropoulos (CoRR, 2020)

A reduced-precision streaming SpMV architecture for Personalized PageRank on FPGA. - Alberto Parravicini; Francesco Sgherzi; Marco D. Santambrogio (ASP-DAC, 2021)

Solving Large Top-K Graph Eigenproblems with a Memory and Compute-optimized FPGA Design. - Francesco Sgherzi; Alberto Parravicini; Marco Siracusa; Marco D. Santambrogio (FCCM, 2021)

A Mixed Precision, Multi-GPU Design for Large-scale Top-K Sparse Eigenproblems. - Francesco Sgherzi; Alberto Parravicini; Marco D. Santambrogio (ISCAS, 2022)

Geometric Algorithms for k-NN Poisoning. - Diego Ihara; Karine Chubarian; Bohan Fan; Francesco Sgherzi; Thiruvenkadam S. Radhakrishnan; Anastasios Sidiropoulos; Angelo Straight (CCCG, 2023)

Analysis and Classification of Event-Related Potentials During Image Observation. - Diego Quattrone; Francesco Santambrogio; Andrea Scarpellini; Francesco Sgherzi; Isabella Poles; Letizia Clementi; Marco Domenico Santambrogio (EMBC, 2023)

A Tensor Marshaling Unit for Sparse Tensor Algebra on General-Purpose Processors. - Marco Siracusa; Víctor Soria Pardos; Francesco Sgherzi; Joshua Randall 001; Douglas J. Joseph; Miquel Moretó Planas; Adrià Armejach (MICRO, 2023)

Case Studies on the Impact and Challenges of Heterogeneous NUMA Architectures for HPC. - Lilia Zaourar; Mohamed Benazouz; Ayoub Mouhagir; Carlos Falquez; Antoni Portero; Nam Ho; Estela Suarez; Polydoros Petrakis; Manolis Marazakis; Francesco Sgherzi; Ivan Fernandez; Romain Dolbeau; et al. (ARCS, 2024)

A Mess of Memory System Benchmarking, Simulation and Application Profiling. - Pouya Esmaili-Dokht; Francesco Sgherzi; Valéria Soldera Girelli; Isaac Boixaderas; Mariana Carmin; Alireza Monemi; Adrià Armejach; Estanislao Mercadal; Germán Llort; Petar Radojkovic; Miquel Moretó; Judit Giménez; et al. (MICRO, 2024)

A Mess of Memory System Benchmarking, Simulation and Application Profiling. - Pouya Esmaili-Dokht; Francesco Sgherzi; Valéria Soldera Girelli; Isaac Boixaderas; Mariana Carmin; Alireza Momeni; Adrià Armejach; Estanislao Mercadal; Germán Llort; Petar Radojkovic; Miquel Moretó; Judit Giménez; et al. (CoRR, 2024)

SpChar: Characterizing the sparse puzzle via decision trees. - Francesco Sgherzi; Marco Siracusa; Ivan Fernandez; Adrià Armejach; Miquel Moretó (J. Parallel Distributed Comput., 2024)

Multi-GPU Greedy Scheduling Through a Polyglot Runtime. - Ian Di Dio Lavore; Guido Walter Di Donato; Alberto Parravicini; Francesco Sgherzi; Daniele Bonetta; Marco Domenico Santambrogio (CF, 2025)