Davide Conficconi

Politecnico di Milano

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Dipartimento di Elettronica Informazione e Bioingegneria

NECSTLab, Building 20

Via Giuseppe Ponzio 34/5

Milano 20133, IT

I am an Assistant Professor (RTDa) at Dipartimento Elettronica, Informazione e Bioingegneria of Politecnico di Milano (Italy).

My research interests fall in the broad spectrum of the system architecture field where achieving high-performance and energy-efficiency is paramount. Specifically major topics are: (co-)design of domain-specific architectures and systems, architectures or frameworks that span the system stack (from the HDL design to the design automation, from the abstraction layer the compilation framework), reconfigurable architectures, especially FPGAs, heterogeneous systems. I am also started investigating neuromorphic systems and aerospace systems where specilization and efficiency are mandatory.

An experiment to better visualize my research can be found here (WIP). Further details of my publications can be found in Google Scholar profile, my publications page, or this self-made pdf list (possibly outdated), or other research profiles in this page.

If you are a motivated student, and curious or already share some of my research interests, feel free to reach out.

news

Jul 03, 2025 Invited to serve in DATE 2026 Program Committee for the track “D11 - Reconfigurable systems” Submit your papers!
May 27, 2025 “Accelerating K-Means: A Vectorized Approach for AI Engines & Neural Processing Units” accepted for publication as short paper at 2025 International Conference on Field-Programmable Logic and Applications (FPL). Work led by Eleonora Cabai, code available here
May 06, 2025 Giuseppe Sorrentino presented Trilli at FCCM2025 in Fayetteville!
Apr 25, 2025 Invited to serve in CGO 2026 Program Committee. Submit your papers for the two submission rounds!
Apr 22, 2025 “QUEKUF: an FPGA Union Find Decoder for Quantum Error Correction on the Toric Code” accepted for publication at ACM Transactions on Reconfigurable Technology and Systems TRETS Work led by Federico Valentino and Beatrice Branchini

selected publications

  1. IEEE FCCM
    Soaring with TRILLI: an HW/SW Heterogeneous Accelerator for Multi-Modal Image Registration
    Giuseppe Sorrentino, Paolo S. Galfano, Eleonora D’Arnese, and Davide Conficconi
    In 2025 IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2025
    DOI
  2. IEEE/ACM CGO
    Combining MLIR Dialects with Domain-Specific Architecture for Efficient Regular Expression Matching
    Andrea Somaini, Filippo Carloni, Giovanni Agosta, Marco D Santambrogio, and Davide Conficconi
    In IEEE/ACM International Symposium on Code Generation and Optimization, 2025
    DOI
  3. ACM/IEEE DAC
    ALVEARE: a Domain-Specific Framework for Regular Expressions
    Filippo Carloni, Davide Conficconi, and Marco D Santambrogio
    In 61st ACM/IEEE Design Automation Conference (DAC ’24), 2024
    DOI
  4. IEEE/ACM CGO
    One Automaton To Rule Them All: Beyond Multiple Regular Expressions Execution
    Luisa Cicolini, Filippo Carloni, Marco D Santambrogio, and Davide Conficconi
    In IEEE/ACM International Symposium on Code Generation and Optimization, 2024
    DOI
  5. ACM TECS
    HEPHAESTUS: Codesigning and Automating 3D Image Registration on Reconfigurable Architectures
    Giuseppe Sorrentino, Marco Venere, Davide Conficconi, Eleonora D’Arnese, and Marco D Santambrogio
    ACM Transactions on Embedded Computing Systems (TECS), 2023
    DOI
  6. IEEE TPDS
    Faber: a Hardware/Soft-ware Toolchain for Image Registration
    Eleonora D’Arnese, Davide Conficconi, Emanuele Del Sozzo, Luigi Fusco, Donatella Sciuto, and Marco D Santambrogio
    IEEE Transactions on Parallel and Distributed Systems, 2022
    DOI
  7. ACM CSUR
    Pushing the Level of Abstraction of Digital System Design: a Survey on How to Program FPGAs
    Emanuele Del Sozzo, Davide Conficconi, Alberto Zeni, Mirko Salaris, Donatella Sciuto, and Marco Domenico Santambrogio
    ACM Computing Surveys (CSUR), 2022
    DOI
  8. ACM TECS
    CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching
    Daniele Parravicini, Davide Conficconi, Emanuele Del Sozzo, Christian Pilato, and Marco D Santambrogio
    ACM Transactions on Embedded Computing Systems (TECS), 2021
    DOI
  9. ACM FPGA
    A Framework for Customizable FPGA-based Image Registration Accelerators
    Davide Conficconi, Eleonora D’Arnese, Emanuele Del Sozzo, Donatella Sciuto, and Marco D Santambrogio
    In ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2021
    DOI