Cunegatti, Elia

6 publications

TMLR 2025 2SSP: A Two-Stage Framework for Structured Pruning of LLMs Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca

ICLRW 2025 2SSP: A Two-Stage Framework for Structured Pruning of LLMs Fabrizio Sandri, Elia Cunegatti, Giovanni Iacca

TMLR 2025 Zeroth-Order Adaptive Neuron Alignment Based Pruning Without Re-Training Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

ICLRW 2025 Zeroth-Order Adaptive Neuron Alignment Based Pruning Without Re-Training Elia Cunegatti, Leonardo Lucio Custode, Giovanni Iacca

CVPR 2024 MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning Matteo Farina, Massimiliano Mancini, Elia Cunegatti, Gaowen Liu, Giovanni Iacca, Elisa Ricci

TMLR 2024 Understanding Sparse Neural Networks from Their Topology via Multipartite Graph Representations Elia Cunegatti, Matteo Farina, Doina Bucur, Giovanni Iacca