Elia Cunegatti

According to our database, Elia Cunegatti authored at least 9 papers between 2022 and 2025.

Collaborative distances:

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

2025

2SSP: A Two-Stage Framework for Structured Pruning of LLMs.

Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca

Trans. Mach. Learn. Res., 2025

2024

Understanding Sparse Neural Networks from their Topology via Multipartite Graph Representations.

Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca

Trans. Mach. Learn. Res., 2024

Zeroth-Order Adaptive Neuron Alignment Based Pruning without Re-Training.

Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

CoRR, 2024

Influence Maximization in Hypergraphs Using Multi-Objective Evolutionary Algorithms.

Stefano Genetti, Eros Ribaga, Elia Cunegatti, Quintino F. Lotito, Giovanni Iacca

Proceedings of the Parallel Problem Solving from Nature - PPSN XVIII, 2024

Neuron-centric Hebbian Learning.

Andrea Ferigo, Elia Cunegatti, Giovanni Iacca

Proceedings of the Genetic and Evolutionary Computation Conference, 2024

Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time.

Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning.

Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Peeking inside Sparse Neural Networks using Multi-Partite Graph Representations.

Elia Cunegatti, Doina Bucur, Giovanni Iacca

CoRR, 2023

2022

Large-Scale Multi-objective Influence Maximisation with Network Downscaling.

Elia Cunegatti, Giovanni Iacca, Doina Bucur

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022