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Manuel Roveri

5 papers at tracked venues · 2 at CORE A* · active 2024–2026

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Venues

AAAI ×2DSN ×1ECAI ×1PerCom ×1

Frequent coauthors

Hazem Hesham Yousef Shalby
×2
Fabrizio Pittorino
×2
Francesca Palermo
×1
Diana Trojaniello
×1
Mehmet Emre Akbulut
×1
Alessandro Falcetta
×1
Alberto Pirillo
×1
Luca Colombo
×1
Zifeng Niu
×1
Giuliano Casale
×1

Papers

  1. DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic
    AAAI 2026 ·
    Hazem Hesham Yousef Shalby
    ,
    Fabrizio Pittorino
    ,
    Francesca Palermo
    ,
    Diana Trojaniello
    , Manuel Roveri
  2. InfoQ: Mixed-Precision Quantization via Global Information Flow
    AAAI 2026 ·
    Mehmet Emre Akbulut
    ,
    Hazem Hesham Yousef Shalby
    ,
    Fabrizio Pittorino
    , Manuel Roveri
  3. PEMPEM: Encrypted Ensemble Training for Internet-of-Things Time-Series Forecasting
    PerCom 2026 ·
    Alessandro Falcetta
    , Manuel Roveri
  4. NITRO-D: Native Integer-Only Training of Deep Convolutional Neural Networks
    ECAI 2025 ·
    Alberto Pirillo
    ,
    Luca Colombo
    , Manuel Roveri
  5. ChainNet: A Customized Graph Neural Network Model for Loss-Aware Edge AI Service Deployment
    DSN 2024 ·
    Zifeng Niu
    , Manuel Roveri,
    Giuliano Casale