Alessio Burrello
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
24
Venues
9
Active years
2019–2026
Best venue rank
A*
Where they publish
Papers
24 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | DATE | Late Breaking Results: CHESSY: Coupled Hybrid Emulation with SystemC-FPGA Synchronization. | Lorenzo Ruotolo, Giovanni Pollo, Mohamed Amine Hamdi, Matteo Risso, Yukai Chen, Enrico Macii, Massimo Poncino, Sara Vinco, Alessio Burrello, Daniele Jahier Pagliari |
| 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 |
| 2025 | CASES | Design and Optimization for AI/ML Acceleration on Resource-constrained and Edge Systems. | Jalil Boukhobza, Alessio Burrello, Yuan-Hao Chang, Yawei Li, Daniele Jahier Pagliari, Chun-Feng Wu, Ming-Chang Yang, Tsun-Yu Yang |
| 2025 | DATE | Multi-Partner Project: Advancing the EDA Tools Landscape for the European RISC-V Ecosystem in TRISTAN. | Fatma Jebali, Caaliph Andriamisaina, Mathieu Jan, Wolfgang Ecker, Florian Egert, Bernhard Fischer, Alessio Burrello, Daniele Jahier Pagliari, Sara Vinco, Giuseppe Tagliavini, Ingo Feldner, Andreas Mauderer, Axel Sauer, Arnr Kristmundsson, Alexander Schober, To Bernier, Matti Kyr, Ulf Schlichtmann, Rocco Jonack |
| 2025 | DATE | Coupling Neural Networks and Physics Equations For Li-Ion Battery State-of-Charge Prediction. | Giovanni Pollo, Alessio Burrello, Enrico Macii, Massimo Poncino, Sara Vinco, Daniele Jahier Pagliari |
| 2025 | FDL | Automatic integration of SystemC in the FMI standard for Software-defined Vehicle design. | Giovanni Pollo, Andrei Mihai Albu, Alessio Burrello, Daniele Jahier Pagliari, Cristian Tesconi, Loris Panaro, Dario Soldi, Fabio Autieri, Sara Vinco |
| 2025 | ISLPED | MEbots: Integrating a RISC-V Virtual Platform with a Robotic Simulator for Energy-aware Design. | Giovanni Pollo, Mohamed Amine Hamdi, Matteo Risso, Lorenzo Ruotolo, Pietro Furbatto, Matteo Isoldi, Yukai Chen, Alessio Burrello, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari, Sara Vinco |
| 2024 | DATE | Adaptive Deep Learning for Efficient Visual Pose Estimation Aboard Ultra-Low-Power Nano-Drones. | Beatrice Alessandra Motetti, Luca Crupi, Mustafa Omer Mohammed Elamin Elshaigi, Matteo Risso, Daniele Jahier Pagliari, Daniele Palossi, Alessio Burrello |
| 2024 | DATE | HW-SW Optimization of DNNs for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays. | Matteo Risso, Chen Xie, Francesco Daghero, Alessio Burrello, Seyedmorteza Mollaei, Marco Castellano, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari |
| 2023 | CASES | WIP: Automatic DNN Deployment on Heterogeneous Platforms: the GAP9 Case Study. | Luka Macan, Alessio Burrello, Luca Benini, Francesco Conti |
| 2023 | COMPSAC | Feature-Level Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation. | Panagiotis Kasnesis, Lazaros Toumanidis, Alessio Burrello, Christos Chatzigeorgiou, Charalampos Z. Patrikakis |
| 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 | DATE | Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation. | Alessio Burrello, Matteo Risso, Noemi Tomasello, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari |
| 2023 | FDL | PLiNIO: A User-Friendly Library of Gradient-Based Methods for Complexity-Aware DNN Optimization. | Daniele Jahier Pagliari, Matteo Risso, Beatrice Alessandra Motetti, Alessio Burrello |
| 2023 | ICRA | Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs. | Elia Cereda, Luca Crupi, Matteo Risso, Alessio Burrello, Luca Benini, Alessandro Giusti, Daniele Jahier Pagliari, Daniele Palossi |
| 2023 | ISLPED | Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference. | Matteo Risso, Alessio Burrello, Giuseppe Maria Sarda, Luca Benini, Enrico Macii, Massimo Poncino, Marian Verhelst, Daniele Jahier Pagliari |
| 2022 | DATE | Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. | Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari |
| 2022 | ISLPED | Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. | Matteo Risso, Alessio Burrello, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari |
| 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 | Prediction of Thermal Hazards in a Real Datacenter Room Using Temporal Convolutional Networks. | Mohsen Seyedkazemi Ardebili, Marcello Zanghieri, Alessio Burrello, Francesco Beneventi, Andrea Acquaviva, Luca Benini, Andrea Bartolini |
| 2021 | ISCAS | Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. | Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino |
| 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 | EuroPar | Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks. | Alessio Burrello, Daniele Jahier Pagliari, Andrea Bartolini, Luca Benini, Enrico Macii, Massimo Poncino |
| 2019 | DATE | Laelaps: An Energy-Efficient Seizure Detection Algorithm from Long-term Human iEEG Recordings without False Alarms. | Alessio Burrello, Lukas Cavigelli, Kaspar Schindler, Luca Benini, Abbas Rahimi |