| 2026 | AAAI | First-Order Error Matters: Accurate Compensation for Quantized Large Language Models. | Xingyu Zheng, Haotong Qin, Yuye Li, Haoran Chu, Jiakai Wang, Jinyang Guo, Michele Magno, Xianglong Liu |
| 2026 | ACIIDS | Shapley Pruning for Interpretable Neural Network Compression. | Kamil Adamczewski, Joanna Kaczmarek, Yawei Li, Michele Magno, Luc Van Gool |
| 2026 | ISCAS | A Miniaturized In-Mouth pH Sensing System for Real-Time lntraoral Telemetry. | Lukas Schulthess, Philipp Schilk, Julian Moosmann, Andrea Gubler, Christian Vogt, Florian J. Wegehaupt, Michele Magno |
| 2026 | SENSYS | MRI-Grade Photoplethysmography Using Bundled Fiber Optics for Contactless Heart Rate Monitoring and Real-Time Gating. | Tommaso Polonelli, Sbastien Emery, Bianca Mller, Ivan Simeonov, Marco Giordano, Michele Magno, Sebastian Kozerke |
| 2025 | AAAI | MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models. | Weilun Feng, Haotong Qin, Chuanguang Yang, Zhulin An, Libo Huang, Boyu Diao, Fei Wang, Renshuai Tao, Yongjun Xu, Michele Magno |
| 2025 | CVPR | Towards Low-Latency Event-based Obstacle Avoidance on a FPGA-Drone. | Pietro Bonazzi, Christian Vogt, Michael Jost, Lyes Khacef, Federico Paredes-Valls, Michele Magno |
| 2025 | ETRA | A Low-Power, Non-Invasive and Contactless Eye Blink Detection Sensor Enabling Human-Machine Interfaces for Smart Eyewear Applications. | Daniele Maria Crafa, Tommaso Polonelli, Carlo Pezzoli, Marco Carminati, Michele Magno |
| 2025 | BSN | Wireless Low-Latency Synchronization for Body-Worn Multi-Node Systems in Sports. | Nico Krull, Lukas Schulthess, Michele Magno, Luca Benini, Christoph Leitner |
| 2025 | ICLR | BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models. | Xingyu Zheng, Xianglong Liu, Haotong Qin, Xudong Ma, Mingyuan Zhang, Haojie Hao, Jiakai Wang, Zixiang Zhao, Jinyang Guo, Michele Magno |
| 2025 | ICML | SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models. | Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Qinshuo Liu, Xianglong Liu, Luca Benini, Michele Magno, Shiming Zhang, Xiaojuan Qi |
| 2025 | ICML | Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers. | Weilun Feng, Chuanguang Yang, Haotong Qin, Xiangqi Li, Yu Wang, Zhulin An, Libo Huang, Boyu Diao, Zixiang Zhao, Yongjun Xu, Michele Magno |
| 2025 | IJCNN | RGB-Event Fusion with Self-Attention for Collision Prediction. | Pietro Bonazzi, Christian Vogt, Michael Jost, Haotong Qin, Lyes Khacef, Federico Paredes-Valls, Michele Magno |
| 2025 | ICRA | RLPP: A Residual Method for Zero-Shot Real-World Autonomous Racing on Scaled Platforms. | Edoardo Ghignone, Nicolas Baumann, Cheng Hu, Jonathan Wang, Lei Xie, Andrea Carron, Michele Magno |
| 2025 | ICRA | Robust Reinforcement Learning-Based Locomotion for Resource-Constrained Quadrupeds with Exteroceptive Sensing. | Davide Plozza, Patricia Apostol, Paul Joseph, Simon Schlpfer, Michele Magno |
| 2025 | IJCNN | Nano VS: a Neural Perception Layer for Fully Onboard Visual Semantic Mapping on Tiny Robots. | Thomas Regg, Marco Giordano, Tommaso Polonelli, Luca Benini, Michele Magno |
| 2025 | INFOCOM | WakeLoc: An Ultra-Low Power, Accurate and Scalable On-Demand RTLS using Wake-Up Radios. | Silvano Cortesi, Christian Vogt, Michele Magno |
| 2025 | IROS | FSDP: Fast and Safe Data-Driven Overtaking Trajectory Planning for Head-to-Head Autonomous Racing Competitions. | Cheng Hu, Jihao Huang, Wule Mao, Yonghao Fu, Xuemin Chi, Haotong Qin, Nicolas Baumann, Zhitao Liu, Michele Magno, Lei Xie |
| 2025 | IROS | M-Predictive Spliner: Enabling Spatiotemporal Multi-Opponent Overtaking for Autonomous Racing. | Nadine Imholz, Maurice Brunner, Nicolas Baumann, Edoardo Ghignone, Michele Magno |
| 2024 | CVPR | Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware. | Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno |
| 2024 | DATE | Robustness Evaluation of Localization Techniques for Autonomous Racing. | Tian Yi Lim, Edoardo Ghignone, Nicolas Baumann, Michele Magno |
| 2024 | DATE | Work in Progress: Linear Transformers for TinyML. | Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini |
| 2024 | ECCV | Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO. | Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno |
| 2024 | HIC | Earable and Wrist-worn Setup for Accurate Step Counting Utilizing Body-Area Electrostatic Sensing. | Sizhen Bian, Rakita Strahinja, Philipp Schilk, Clnin Marc-Andr, Silvano Cortesi, Kanika S. Dheman, Elio Reinschmidt, Michele Magno |
| 2024 | ICML | BiLLM: Pushing the Limit of Post-Training Quantization for LLMs. | Wei Huang, Yangdong Liu, Haotong Qin, Ying Li, Shiming Zhang, Xianglong Liu, Michele Magno, Xiaojuan Qi |
| 2024 | ICML | Accurate LoRA-Finetuning Quantization of LLMs via Information Retention. | Haotong Qin, Xudong Ma, Xingyu Zheng, Xiaoyang Li, Yang Zhang, Shouda Liu, Jie Luo, Xianglong Liu, Michele Magno |
| 2024 | IROS | SwiftEagle: An Advanced Open-Source, Miniaturized FPGA UAS Platform with Dual DVS/Frame Camera for Cutting-Edge Low-Latency Autonomous Algorithms. | Christian Vogt, Michael Jost, Michele Magno |
| 2024 | IROS | CR3DT: Camera-RADAR Fusion for 3D Detection and Tracking. | Nicolas Baumann, Michael Baumgartner, Edoardo Ghignone, Jonas Khne, Tobias Fischer, Yung-Hsu Yang, Marc Pollefeys, Michele Magno |
| 2024 | ICRA | Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans. | Nicky Zimmerman, Hanna Mller, Michele Magno, Luca Benini |
| 2024 | ISCAS | A 36nW Ultra-Wideband Wake-Up Receiver with -86dBm Sensitivity and Addressing Capabilities. | Federico Villani, Enea Masina, Thomas Burger, Michele Magno |
| 2024 | ISWC | On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface. | Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno |
| 2023 | AIED | Automated Assessment and Guidance of Project Work. | Victoria Abou Khalil, Andrew Vargo, Rwitajit Majumdar, Michele Magno, Manu Kapur |
| 2023 | DATE | Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs. | Hanna Mller, Nicky Zimmerman, Tommaso Polonelli, Michele Magno, Jens Behley, Cyrill Stachniss, Luca Benini |
| 2023 | IJCNN | Simultaneous neuromorphic selection of multiple salient objects for event vision. | Amlie Gruel, Jean Martinet, Michele Magno |
| 2023 | ICRA | Model- and Acceleration-based Pursuit Controller for High-Performance Autonomous Racing. | Jonathan Becker, Nadine Imholz, Luca Schwarzenbach, Edoardo Ghignone, Nicolas Baumann, Michele Magno |
| 2023 | IROS | LocalViT: Analyzing Locality in Vision Transformers. | Yawei Li, Kai Zhang, Jiezhang Cao, Radu Timofte, Michele Magno, Luca Benini, Luc Van Gool |
| 2023 | IROS | A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation. | Dominik Schindler, Vlad Niculescu, Tommaso Polonelli, Daniele Palossi, Luca Benini, Michele Magno |
| 2023 | ISCAS | ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. | Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno |
| 2023 | ISCAS | TinyBird-ML: An ultra-low Power Smart Sensor Node for Bird Vocalization Analysis and Syllable Classification. | Lukas Schulthess, Steven Marty, Matilde Dirodi, Mariana D. Rocha, Linus Rttimann, Richard H. R. Hahnloser, Michele Magno |
| 2023 | ISWC | Evaluating Spiking Neural Network on Neuromorphic Platform For Human Activity Recognition. | Sizhen Bian, Michele Magno |
| 2023 | PERCOM | 3D Hand Tracking with Induced Magnetic Field. | Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo |
| 2023 | WiMob | Latency and Power Consumption in 2.4GHz IoT Wireless Mesh Nodes: An Experimental Evaluation of Bluetooth Mesh and Wirepas Mesh. | Silvano Cortesi, Christian Vogt, Elio Reinschmidt, Michele Magno |
| 2022 | DATE | A RDMA Interface for Ultra-Fast Ultrasound Data-Streaming over an Optical Link. | Andrea Cossettini, Konstantin Taranov, Christian Vogt, Michele Magno, Torsten Hoefler, Luca Benini |
| 2022 | ISCAS | Parallelizing Optical Flow Estimation on an Ultra-Low Power RISC-V Cluster for Nano-UAV Navigation. | Jonas Khne, Michele Magno, Luca Benini |
| 2022 | WiMob | Cardiac monitoring with novel low power sensors measuring upper thoracic electrostatic charge variation for long lasting wearable devices. | Kanika S. Dheman, David Werder, Michele Magno |
| 2022 | WiMob | WideVision: A Low-Power, Multi-Protocol Wireless Vision Platform for Distributed Surveillance. | Moritz Scherer, Fabian Sidler, Michael Rogenmoser, Michele Magno, Luca Benini |
| 2022 | WiMob | VitalPod: A Low Power In-Ear Vital Parameter Monitoring System. | Philipp Schilk, Kanika S. Dheman, Michele Magno |
| 2021 | DATE | FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node. | Alfio Di Mauro, Moritz Scherer, Jordi Fornt Mas, Basile Bougenot, Michele Magno, Luca Benini |
| 2021 | ISCAS | H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing. | Tommaso Polonelli, Lukas Schulthess, Philipp Mayer, Michele Magno, Luca Benini |
| 2021 | SENSYS | A Battery-Free Long-Range Wireless Smart Camera for Face Recognition. | Marco Giordano, Michele Magno |
| 2021 | SENSYS | RF Power Transmission: Energy Harvesting for Self-Sustaining Miniaturized Sensor Nodes. | Federico Villani, Philipp Mayer, Michele Magno |
| 2021 | WiMob | Design and Implementation of an RSSI-Based Bluetooth Low Energy Indoor Localization System. | Silvano Cortesi, Marc Dreher, Michele Magno |
| 2021 | WiMob | Ultra-Low Power Wake-Up Receiver for Location Aware Objects Operating with UWB. | Tommaso Polonelli, Federico Villani, Michele Magno |
| 2020 | DATE | InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting. | Michele Magno, Xiaying Wang, Manuel Eggimann, Lukas Cavigelli, Luca Benini |
| 2020 | DATE | A Non-invasive Wearable Bioimpedance System to Wirelessly Monitor Bladder Filling. | Markus Reichmuth, Simone Schrle, Michele Magno |
| 2020 | EWSN | Nanowatt Clock and Data Recovery for Ultra-Low Power Wake-Up Based Receivers. | Matteo D'Addato, Alessio Antolini, Francesco Renzini, Alessia Maria Elgani, Luca Perilli, Eleonora Franchi Scarselli, Antonio Gnudi, Michele Magno, Roberto Canegallo |
| 2020 | EWSN | Opportunistic Cluster Heads for Heterogeneous Networks Combining LoRa and Wake-up Radio. | Nour El Hoda Djidi, Antoine Courtay, Matthieu Gautier, Olivier Berder, Michele Magno |
| 2020 | GLOBECOM | On the Energy Consumption and Ranging Accuracy of Ultra-Wideband Physical Interfaces. | Laura Flueratoru, Silvan Wehrli, Michele Magno, Dragos Niculescu |
| 2020 | INDIN | An Energy-efficient Localization System for Imprecisely Positioned Sensor Nodes with Flying UAVs. | Vlad Niculescu, Michele Magno, Daniele Palossi, Luca Benini |
| 2020 | ISLPED | Sound event detection with binary neural networks on tightly power-constrained IoT devices. | Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Elisabetta Farella, Michele Magno, Luca Benini |
| 2020 | SENSYS | A Battery-Free Long-Range Wireless Smart Camera for Face Detection. | Marco Giordano, Philipp Mayer, Michele Magno |
| 2019 | DATE | ZeroPowerTouch: Zero-Power Smart Receiver for Touch Communication and Sensing in Wearable Applications. | Philipp Mayer, Raphael Strebel, Michele Magno |
| 2019 | INDIN | Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications. | Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini |
| 2019 | ISCAS | An Energy Efficient System for Touch Modality Classification in Electronic Skin Applications. | Mario Osta, Ali Ibrahim, Michele Magno, Manuel Eggimann, Antonio Pullini, Paolo Gastaldo, Maurizio Valle |
| 2019 | SENSYS | TinyBird: An Energy Neutral Acoustic Bluetooth-Low-Energy Sensor Node with RF Energy Harvesting. | Oliver Brunecker, Michele Magno |
| 2018 | HealthCom | Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor. | Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini |
| 2018 | ISCAS | Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester. | Victor Javier Kartsch, Simone Benatti, Mattia Mancini, Michele Magno, Luca Benini |
| 2018 | WiMob | On-Demand TDMA for Energy Efficient Data Collection with LoRa and Wake-up Receiver. | Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini |
| 2018 | WiMob | KRATOS: An Open Source Hardware-Software Platform for Rapid Research in LPWANs. | Rajeev Piyare, Amy L. Murphy, Michele Magno, Luca Benini |
| 2017 | DATE | WULoRa: An energy efficient IoT end-node for energy harvesting and heterogeneous communication. | Michele Magno, Fayal Ait Aoudia, Matthieu Gautier, Olivier Berder, Luca Benini |
| 2017 | ISCAS | Powering smart wearable systems with flexible solar energy harvesting. | Petar Jokic, Michele Magno |
| 2017 | SENSYS | A Low-Complexity Eyewear System for Direction-based Augmented Reality Applications. | Gabriele Miorandi, Davide Quaglia, Federico Fraccaroli, Walter Vendraminetto, Enrico Giordano, Michele Magno |
| 2016 | DATE | Dynamic energy burst scaling for transiently powered systems. | Andres Gomez, Lukas Sigrist, Michele Magno, Luca Benini, Lothar Thiele |
| 2016 | DATE | Low-power multichannel spectro-temporal feature extraction circuit for audio pattern wake-up. | Dinko Oletic, Vedran Bilas, Michele Magno, Norbert Felber, Luca Benini |
| 2016 | DSD | A Low Latency and Energy Efficient Communication Architecture for Heterogeneous Long-Short Range Communication. | Fayal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini |
| 2016 | GLOBECOM | Analytical and Experimental Evaluation of Wake-Up Receivers Based Protocols. | Fayal Ait Aoudia, Michele Magno, Matthieu Gautier, Olivier Berder, Luca Benini |
| 2016 | ISCAS | Autonomous smartwatch with flexible sensors for accurate and continuous mapping of skin temperature. | Michele Magno, Giovanni A. Salvatore, Severin Mutter, Waleed Farrukh, Gerhard Trster, Luca Benini |
| 2015 | DAC | Accelerating real-time embedded scene labeling with convolutional networks. | Lukas Cavigelli, Michele Magno, Luca Benini |
| 2015 | EUC | Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks. | Filippo Casamassima, Michele Magno, Elisabetta Farella, Luca Benini |
| 2015 | INFOCOM | Beyond duty cycling: Wake-up radio with selective awakenings for long-lived wireless sensing systems. | Dora Spenza, Michele Magno, Stefano Basagni, Luca Benini, Mario Paoli, Chiara Petrioli |
| 2015 | Mobisys | An Energy Neutral Wearable Camera with EPD Display. | Jetmir Nehani, Davide Brunelli, Michele Magno, Lukas Sigrist, Luca Benini |
| 2015 | WiMob | A 2.4 GHz-868 MHz dual-band wake-up radio for wireless sensor network and IoT. | Massimo Del Prete, Diego Masotti, Alessandra Costanzo, Michele Magno, Luca Benini |
| 2014 | WiMob | An ultra low power high sensitivity wake-up radio receiver with addressing capability. | Michele Magno, Luca Benini |
| 2013 | DATE | A survey of multi-source energy harvesting systems. | Alex S. Weddell, Michele Magno, Geoff V. Merrett, Davide Brunelli, Bashir M. Al-Hashimi, Luca Benini |
| 2013 | INDIN | Low-power wireless accelerometer-based system for wear detection of bandsaw blades. | Michele Magno, Emanuel M. Popovici, Alessandro Bravin, Antonio Libri, Marco Storace, Luca Benini |
| 2013 | SENSYS | Ultra low power asynchronous MAC protocol using wake-up radio for energy neutral WSN. | Trong Nhan Le, Michele Magno, Alain Pegatoquet, Olivier Berder, Olivier Sentieys, Emanuel M. Popovici |
| 2013 | SENSYS | Powering wireless sensor nodes with micro fuel cells. | Michele Magno, Davide Brunelli, Luca Benini, Roberta Giuffrida, Salvatore Leonardi, Andrea Lazzara |
| 2013 | SENSYS | Heterogeneous multi-harvester for wireless sensor networks. | Danilo Porcarelli, Michele Magno, Davide Brunelli, Luca Benini |
| 2013 | WiMob | Wearable low power dry surface wireless sensor node for healthcare monitoring application. | Michele Magno, Luca Benini, Christian Spagnol, Emanuel M. Popovici |
| 2012 | DATE | Smart power unit with ultra low power radio trigger capabilities for wireless sensor networks. | Michele Magno, Stevan Jovica Marinkovic, Davide Brunelli, Emanuel M. Popovici, Brendan O'Flynn, Luca Benini |
| 2012 | IWCMC | Combined methods to extend the lifetime of power hungry WSN with multimodal sensors and nanopower wakeups. | Michele Magno, Stevan Jovica Marinkovic, Davide Brunelli, Luca Benini, Emanuel M. Popovici |
| 2012 | MSWIM | Analytic comparison of wake-up receivers for WSNs and benefits over the wake-on radio scheme. | Vana Jelicic, Michele Magno, Davide Brunelli, Vedran Bilas, Luca Benini |
| 2011 | AVSS | Energy-aware objects abandon / removal detection. | Alessandro Lanza, Michele Magno, Davide Brunelli, Luigi Di Stefano, Luca Benini |
| 2009 | AVSS | Multimodal Abandoned/Removed Object Detection for Low Power Video Surveillance Systems. | Michele Magno, Federico Tombari, Davide Brunelli, Luigi Di Stefano, Luca Benini |
| 2008 | DSD | A Solar-powered Video Sensor Node for Energy Efficient Multimodal Surveillance. | Michele Magno, Davide Brunelli, Piero Zappi, Luca Benini |
| 2007 | AVSS | Distributed video surveillance using hardware-friendly sparse large margin classifiers. | Aliaksei Kerhet, Francesco Leonardi, Andrea Boni, Paolo Lombardo, Michele Magno, Luca Benini |