Valentino Peluso

Settori ERC

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• RIMINI SCHOOL 2025 “SUCCESSFULLY PARTICIPATE IN CALLS FOR RESEARCH FUNDING”
  Rilasciato da Politecnico di Torino il 13-05-2025
• Learning to Teach (L2T)
  Rilasciato da Politecnico di Torino il 06-06-2024

• IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS (2025-), Associate Editor di rivista o collana editoriale

• 2025 IEEE 49th Annual Computers, Software, and Applications Conference (COMPSAC) (8/7/2025-11/7/2025), Organizer of the Workshop "5th International Workshop on Rising ICT Solutions for Smart Grids as Multi-energy Systems (ICT4SmartGrid)"
• 1st IEEE Latin American Conference on Internet of Things (LC-IoT) (23/4/2025-25/4/2025), Co-Chair of the Track "ML and Data Processing for IOT"
• IEEE 42nd International Conference on Computer Design (ICCD) (18/11/2024-20/11/2024), Chair of the Session "Advancements in Hardware Architectures"
• 31st IEEE International Conference on Electronics Circuits and Systems (ICECS) (18/11/2024-20/11/2024), Co-chair of the Track "EDA/CAD, Test and Reliability"
• 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) (24/10/2022-26/10/2022), Program commitee (membro del comitato scientifico)
• IFIP/IEEE 30th International Conference on Very Large Scale Integration (VLSI-SoC) (3/10/2022-5/10/2022), Program commitee (membro del comitato scientifico)
• 29th IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) (4/10/2021-7/10/2021), Website Co-Chair
• 27th IEEE International Conference on Electronics, Circuits and Systems (ICECS) (23/11/2020-25/11/2020), Program commitee (membro del comitato scientifico)

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato

Dottorato di ricerca

• High-Level Synthesis. A.A. 2024/25, INGEGNERIA INFORMATICA E DEI SISTEMI. Titolare del corso

Corso di laurea magistrale

• Synthesis and optimization of digital systems. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Efficient Computing for Artificial Intelligence. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Machine learning for IOT. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Synthesis and optimization of digital systems. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Machine learning for IOT. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Progetti finanziati da contratti commerciali

• Corso di formazione su addestramento di algoritmi di Machine Learning, (2025-) - Responsabile Scientifico
  Contratti commerciali

• Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2024)
  Draft & Refine: Efficient Resource Management in Federated Learning under Pathological Labels Skew. In: International Conference on Electronics Circuits and Systems (ICECS) 2024, Nancy (FRA), 18-20 November 2024, pp. 1-4. ISBN: 979-8-3503-7720-0
  Contributo in Atti di Convegno (Proceeding)
• Peluso, Valentino; Malan, Erich; Calimera, Andrea; Macii, Enrico (2024)
  Private Tensor Freezing for an Efficient Federated Learning with Homomorphic Encryption. In: International Conference on Computer Design (ICCD) 2024, Milan (ITA), 18-20 November 2024, pp. 308-315. ISBN: 979-8-3503-8040-8
  Contributo in Atti di Convegno (Proceeding)
• Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo (2024)
  Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning. In: IEEE INTERNET OF THINGS JOURNAL, vol. 11, pp. 6072-6083. ISSN 2327-4662
  Contributo su Rivista
• Zema, Giacomo; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2023)
  Concurrent Pipeline Stages Optimization for Embedded Keyword Spotting. In: World AI IoT Congress, Seattle, WA (USA), 07-10 June 2023, pp. 0427-0433. ISBN: 979-8-3503-3761-7
  Contributo in Atti di Convegno (Proceeding)
• Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico (2023)
  Enabling DVFS Side-Channel Attacks for Neural Network Fingerprinting in Edge Inference Services. In: International Symposium on Low Power Electronics and Design, Vienna (AUT), 07-08 August 2023, pp. 1-6. ISBN: 979-8-3503-1175-4
  Contributo in Atti di Convegno (Proceeding)

• Stima di profondità a ridotto consumo di potenza, e altri segnali da singola immagine. Brevetto nazionale e internazionale
  Inventori: Andrea Calimera Antonio Cipolletta Valentino Peluso