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Simone Scardapane

8 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

AAAI ×1ACL ×1CVPR ×1EMNLP ×1ICLR ×1ICML ×1InterSpeech ×1NeurIPS ×1

Frequent coauthors

Alessio Devoto
×3
Fabrizio Silvestri
×2
Bartosz Wójcik
×2
Pasquale Minervini
×2
Michael M. Bronstein
×2
Paolo Di Lorenzo
×2
Maximo Eduardo Rulli
×1
Simone Petruzzi
×1
Edoardo Michielon
×1
Karol Pustelnik
×1
Francesco Verdini
×1
Pierfrancesco Melucci
×1

Papers

  1. Attention Sinks in Diffusion Language Models
    ACL 2026 ·
    Maximo Eduardo Rulli
    ,
    Simone Petruzzi
    ,
    Edoardo Michielon
    ,
    Fabrizio Silvestri
    , Simone Scardapane,
    Alessio Devoto
  2. Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference
    AAAI 2025 ·
    Bartosz Wójcik
    ,
    Alessio Devoto
    ,
    Karol Pustelnik
    ,
    Pasquale Minervini
    , Simone Scardapane
  3. How to Connect Speech Foundation Models and Large Language Models? What Matters and What Does Not
    InterSpeech 2025 ·
    Francesco Verdini
    ,
    Pierfrancesco Melucci
    ,
    Stefano Perna
    ,
    Francesco Cariaggi
    ,
    Marco Gaido
    ,
    Sara Papi
    ,
    Szymon Mazurek
    ,
    Marek Kasztelnik
    ,
    Luisa Bentivogli
    ,
    Sébastien Bratières
    ,
    Paolo Merialdo
    , Simone Scardapane
  4. Task Singular Vectors: Reducing Task Interference in Model Merging
    CVPR 2025 ·
    Antonio Andrea Gargiulo
    ,
    Donato Crisostomi
    ,
    Maria Sofia Bucarelli
    , Simone Scardapane,
    Fabrizio Silvestri
    ,
    Emanuele Rodolà
  5. A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression
    EMNLP 2024 ·
    Alessio Devoto
    ,
    Yu Zhao
    , Simone Scardapane,
    Pasquale Minervini
  6. Exploiting Activation Sparsity with Dense to Dynamic-k Mixture-of-Experts Conversion
    NeurIPS 2024 ·
    Filip Szatkowski
    ,
    Bartosz Wójcik
    ,
    Mikolaj Piórczynski
    , Simone Scardapane
  7. From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
    ICLR 2024 ·
    Claudio Battiloro
    ,
    Indro Spinelli
    ,
    Lev Telyatnikov
    ,
    Michael M. Bronstein
    , Simone Scardapane,
    Paolo Di Lorenzo
  8. Position: Topological Deep Learning is the New Frontier for Relational Learning
    ICML 2024 ·
    Theodore Papamarkou
    ,
    Tolga Birdal
    ,
    Michael M. Bronstein
    ,
    Gunnar E. Carlsson
    ,
    Justin Curry
    ,
    Yue Gao
    ,
    Mustafa Hajij
    ,
    Roland Kwitt
    ,
    Pietro Lio
    ,
    Paolo Di Lorenzo
    ,
    Vasileios Maroulas
    ,
    Nina Miolane
    ,
    Farzana Nasrin
    ,
    Karthikeyan Natesan Ramamurthy
    ,
    Bastian Rieck
    , Simone Scardapane,
    Michael T. Schaub
    ,
    Petar Velickovic
    ,
    Bei Wang
    ,
    Yusu Wang
    ,
    Guo-Wei Wei
    ,
    Ghada Zamzmi