Francesco Conti
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
36
Venues
14
Active years
2009–2026
Best venue rank
A*
Where they publish
Papers
36 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | DATE | High-Efficiency Neural Beamforming for Real-Time Speech Enhancement on Smart Low-Power Hearable Devices. | Luca Bompani, Giovanni Oltrecolli, Marco Fariselli, Francesco Conti |
| 2026 | DATE | Multi-Partner Project: Outcomes of the ICSC Flagship 2 Project on Architectures and Design Methodologies to Accelerate AI Workloads. | Cristina Silvano, Fabrizio Ferrandi, Serena Curzel, Daniele Ielmini, Cristian Zambelli, Sebastiano Fabio Schifano, Francesco Conti, Angelo Garofalo, Luca Benini, Maurizio Palesi, Giuseppe Ascia, Enrico Russo, Fanny Spagnolo, Pasquale Corsonello, Stefania Perri, Fabio Frustaci |
| 2026 | DATE | TrainDeeploy: Hardware-Accelerated Parameter-Efficient Fine-Tuning of Small Transformer Models at the Extreme Edge. | Run Wang, Victor J. B. Jung, Philip Wiese, Francesco Conti, Alessio Burrello, Luca Benini |
| 2026 | FCCM | STEEL: Sparsity-Aware Fused Attention for Energy-Efficient Long-Sequence Inference on AMD's XDNA™ NPU. | Victor J. B. Jung, Gagandeep Singh, Joseph Melber, Kristof Denolf, Francesco Conti, Luca Benini |
| 2025 | ARITH | VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers. | Run Wang, Gamze Islamoglu, Andrea Belano, Viviane Potocnik, Francesco Conti, Angelo Garofalo, Luca Benini |
| 2025 | DATE | SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate Exponentiation. | Andrea Belano, Yvan Tortorella, Angelo Garofalo, Luca Benini, Davide Rossi, Francesco Conti |
| 2025 | DATE | Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUs. | Severin Bochem, Victor J. B. Jung, Arpan Suravi Prasad, Francesco Conti, Luca Benini |
| 2025 | DATE | Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing Units. | Hong Pang, Carmine Cappetta, Riccardo Massa, Athanasios Vasilopoulos, Elena Ferro, Gamze Islamoglu, Angelo Garofalo, Francesco Conti, Luca Benini, Irem Boybat, Thomas Boesch |
| 2025 | DATE | Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project. | Cristina Silvano, Fabrizio Ferrandi, Serena Curzel, Daniele Ielmini, Stefania Perri, Fanny Spagnolo, Pasquale Corsonello, Sebastiano Fabio Schifano, Cristian Zambelli, Angelo Garofalo, Francesco Conti, Luca Benini |
| 2025 | ICCD | PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration. | Arpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi, Francesco Conti, Luca Benini |
| 2024 | CVPR | Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems. | Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini |
| 2024 | CVPR | Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units. | Francesco Paissan, Davide Nadalini, Manuele Rusci, Alberto Ancilotto, Francesco Conti, Luca Benini, Elisabetta Farella |
| 2023 | CASES | WIP: Automatic DNN Deployment on Heterogeneous Platforms: the GAP9 Case Study. | Luka Macan, Alessio Burrello, Luca Benini, Francesco Conti |
| 2023 | DAC | HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms. | Josse Van Delm, Maarten Vandersteegen, Alessio Burrello, Giuseppe Maria Sarda, Francesco Conti, Daniele Jahier Pagliari, Luca Benini, Marian Verhelst |
| 2023 | DAC | Specialization meets Flexibility: a Heterogeneous Architecture for High-Efficiency, High-flexibility AR/VR Processing. | Arpan Suravi Prasad, Luca Benini, Francesco Conti |
| 2023 | DATE | End-to-End DNN Inference on a Massively Parallel Analog In Memory Computing Architecture. | Nazareno Bruschi, Giuseppe Tagliavini, Angelo Garofalo, Francesco Conti, Irem Boybat, Luca Benini, Davide Rossi |
| 2023 | ETS | PULP Fiction No More - Dependable PULP Systems for Space. | Markus Ulbricht, Yvan Tortorella, Michael Rogenmoser, Li Lu, Junchao Chen, Francesco Conti, Milos Krstic, Luca Benini |
| 2023 | ISCAS | ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I | Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi |
| 2022 | DATE | SNE: an Energy-Proportional Digital Accelerator for Sparse Event-Based Convolutions. | Alfio Di Mauro, Arpan Suravi Prasad, Zhikai Huang, Matteo Spallanzani, Francesco Conti, Luca Benini |
| 2022 | DATE | RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs. | Yvan Tortorella, Luca Bertaccini, Davide Rossi, Luca Benini, Francesco Conti |
| 2021 | ARITH | XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V based IoT End Nodes. | Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi |
| 2021 | DAC | Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. | Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Francesco Conti, Lorenzo Lamberti, Enrico Macii, Luca Benini, Massimo Poncino |
| 2021 | DATE | Fnfiiber-Drone: A Modular Open-Platform 18-grams Autonomous Nano-Drone. | Hanna Mller, Daniele Palossi, Stefan Mach, Francesco Conti, Luca Benini |
| 2021 | DSD | A RISC-V-based FPGA Overlay to Simplify Embedded Accelerator Deployment. | Gianluca Bellocchi, Alessandro Capotondi, Francesco Conti, Andrea Marongiu |
| 2021 | ICCD | GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors. | Nazareno Bruschi, Germain Haugou, Giuseppe Tagliavini, Francesco Conti, Luca Benini, Davide Rossi |
| 2021 | ISLPED | TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. | Alessio Burrello, Alberto Dequino, Daniele Jahier Pagliari, Francesco Conti, Marcello Zanghieri, Enrico Macii, Luca Benini, Massimo Poncino |
| 2020 | DATE | XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions. | Angelo Garofalo, Giuseppe Tagliavini, Francesco Conti, Davide Rossi, Luca Benini |
| 2019 | DCOSS | An Open Source and Open Hardware Deep Learning-Powered Visual Navigation Engine for Autonomous Nano-UAVs. | Daniele Palossi, Francesco Conti, Luca Benini |
| 2017 | DAC | An Ultra-Low Power Address-Event Sensor Interface for Energy-Proportional Time-to-Information Extraction. | Alfio Di Mauro, Francesco Conti, Luca Benini |
| 2016 | DATE | Enabling the heterogeneous accelerator model on ultra-low power microcontroller platforms. | Francesco Conti, Daniele Palossi, Andrea Marongiu, Davide Rossi, Luca Benini |
| 2016 | ISCAS | A heterogeneous multi-core system-on-chip for energy efficient brain inspired vision. | Antonio Pullini, Francesco Conti, Davide Rossi, Igor Loi, Michael Gautschi, Luca Benini |
| 2015 | DATE | A ultra-low-energy convolution engine for fast brain-inspired vision in multicore clusters. | Francesco Conti, Luca Benini |
| 2014 | CVPR | Brain-Inspired Classroom Occupancy Monitoring on a Low-Power Mobile Platform. | Francesco Conti, Antonio Pullini, Luca Benini |
| 2014 | DATE | Tightly-coupled hardware support to dynamic parallelism acceleration in embedded shared memory clusters. | Paolo Burgio, Giuseppe Tagliavini, Francesco Conti, Andrea Marongiu, Luca Benini |
| 2014 | ISCA | A Stream Buffer Mechanism for Pervasive Splitting Transformations on Polyhedral Process Networks. | Paolo Meloni, Giuseppe Tuveri, Luigi Raffo, Igor Loi, Francesco Conti |
| 2009 | IGARSS | Global Monitoring of Hydrological Parameters in Africa by using Both Active and Passive Microwave Sensors. | Simonetta Paloscia, Paolo Pampaloni, Simone Pettinato, Emanuele Santi, Francesco Conti, Sara De Santis |