Alessio Burrello

Identifiers

• name variant Alessio Burrello 0.60 · backfill

Papers (8)

1. Before Parc Ferm\'e: RL-Time Pruning for Efficient Embodied LLMs in Autonomous Driving cs.RO · 2026 · author #6
2. BioTrain: Sub-MB, Sub-50mW On-Device Fine-Tuning for Edge-AI on Biosignals cs.LG · 2026 · author #7
3. End-to-end Automated Deep Neural Network Optimization for PPG-based Blood Pressure Estimation on Wearables cs.LG · 2026 · author #8
4. Late Breaking Results: CHESSY: Coupled Hybrid Emulation with SystemC-FPGA Synchronization cs.AR · 2026 · author #9
5. MATCHA: Efficient Deployment of Deep Neural Networks on Multi-Accelerator Heterogeneous Edge SoCs cs.DC · 2026 · author #9
6. Don't be so Stief! Learning KV Cache low-rank approximation over the Stiefel manifold cs.LG · 2026 · author #8
7. Embedding Principal Component Analysis for Data Reductionin Structural Health Monitoring on Low-Cost IoT Gateways eess.SP · 2019 · author #1
8. One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing eess.SP · 2018 · author #1

Mentions

• 2605.31256 #6 · arxiv_oai · confidence 0.70 Alessio Burrello
• 2601.21686 #8 · arxiv_oai · confidence 0.70 Alessio Burrello

Frequent Coauthors

• Daniele Jahier Pagliari 5 shared papers
• Luca Benini 5 shared papers
• Enrico Macii 3 shared papers
• Matteo Risso 3 shared papers
• Francesco Conti 2 shared papers
• Giovanni Pollo 2 shared papers
• Luca Benfenati 2 shared papers
• Massimo Poncino 2 shared papers
• Mohamed Amine Hamdi 2 shared papers
• Sara Vinco 2 shared papers
• Abbas Rahimi 1 shared papers
• Ahmet Caner Y\"uz\"ug\"uler 1 shared papers
• Alessandro Ottaviano 1 shared papers
• Alex Marchioni 1 shared papers
• Ali Azimi 1 shared papers
• Andrea Vannozzi 1 shared papers
• Angelo Garofalo 1 shared papers
• Davide Brunelli 1 shared papers
• Enrico Russo 1 shared papers
• Fabio Carapellese 1 shared papers