Scholar
Francesco Conti
Google Scholar ID: A70PCXoAAAAJ
Associate Professor, University of Bologna
Hardware accelerators
Deep Learning
Ultra-Low Power Computing
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Citations & Impact
All-time
Citations
4,446
H-index
34
i10-index
81
Publications
20
Co-authors
28
list available
Contact
Email
f.conti@unibo.it
CV
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Publications
17 items
TrainDeeploy: Hardware-Accelerated Parameter-Efficient Fine-Tuning of Small Transformer Models at the Extreme Edge
2026
Cited
0
Tiny-DroNeRF: Tiny Neural Radiance Fields aboard Federated Learning-enabled Nano-drones
2026
Cited
0
An Algebraic Representation Theorem for Linear GENEOs in Geometric Machine Learning
2026
Cited
0
Multi-modal On-Device Learning for Monocular Depth Estimation on Ultra-low-power MCUs
2025
Cited
0
Architecture, Simulation and Software Stack to Support Post-CMOS Accelerators: The ARCHYTAS Project
2025
Cited
0
Reconstruction of Sparse Urban Wireless Signals via Group Equivariant Non-Expansive Operators
2025
Cited
0
FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators
2025
Cited
0
MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products
2025
Cited
0
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Resume (English only)
Background
Associate Professor at the Department of Electrical, Electronic, and Information Engineering, University of Bologna
Research focuses on deploying perceptive and generative AI on heterogeneous accelerator-rich SoCs
Combines hardware (novel accelerated SoCs) and software (deployment tools)
Senior Member of IEEE (Solid-State Circuits and Circuits and Systems societies)
Serves as Associate Editor for IEEE Transactions on Computer-Aided Design of Circuits and Systems
Co-authors
28 total
Luca Benini
ETH Zürich, Università di Bologna
Davide Rossi
Associate Professor, University Of Bologna
Angelo Garofalo
University of Bologna, ETH Zurich
Co-author 4
Co-author 5
Co-author 6
Alessio Burrello
Politecnico di Torino, University of Bologna
Daniele Palossi
Senior Researcher at IDSIA USI-SUPSI Lugano and ETH Zürich
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