Michele Magno

1. BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
   2024/02/06 by Wei Huang, Yangdong Liu, Huang, Wei +13 · 27 citations
   Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
2. SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
   2024/05/23 by Wei Huang, Huang, Wei, Haotong Qin +15 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. LocalViT: Analyzing Locality in Vision Transformers
   2021/04/12 by Yawei Li, Kai Zhang, Li, Yawei +11 · 18 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
4. Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
   2023/12/01 by Pietro Bonazzi, Bonazzi, Pietro, Sizhen Bian +9 · 7 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neuroscience and Neural Engineering #CCD and CMOS Imaging Sensors
5. A Survey of Low-bit Large Language Models: Basics, Systems, and Algorithms
   2024/09/25 by Ruihao Gong, Yifu Ding, Gong, Ruihao +17 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Speech Recognition and Synthesis #Topic Modeling
6. MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
   2024/12/16 by Wei Feng, Feng, Weilun, Haotong Qin +17 · 7 citations
   Computer Science · Medicine · #Image and Signal Denoising Methods #Advanced Data Compression Techniques #Advanced MRI Techniques and Applications
7. FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
   2019/11/08 by Xiaying Wang, Michele Magno, Wang, Xiaying +5 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
8. Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
   2022/01/10 by Gianmarco Cerutti, Lukas Cavigelli, Cerutti, Gianmarco +9 · 2 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #IoT-based Smart Home Systems #Sound (cs.SD) #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
9. ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications
   2023/02/15 by G Rutishauser, Rutishauser, Georg, Robin Hunziker +9 · 2 citations
   Engineering · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #CCD and CMOS Imaging Sensors
10. Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO
    2023/11/02 by Julian Moosmann, Pietro Bonazzi, Moosmann, Julian +11 · 3 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Visual Attention and Saliency Detection
11. Towards Real-Time Fast Unmanned Aerial Vehicle Detection Using Dynamic Vision Sensors
    2024/03/18 by Jakub Mandula, Jonas Kühne, Mandula, Jakub +5 · 3 citations
    Engineering · #Advanced Measurement and Detection Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Target Detection Methodologies #Robotics and Sensor-Based Localization #electronic engineering #information engineering
12. CR3DT: Camera-RADAR Fusion for 3D Detection and Tracking
    2024/03/22 by Nicolas Baumann, Michael Baumgartner, Baumann, Nicolas +13 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies
13. Non-invasive urinary bladder volume estimation with artefact-suppressed bio-impedance measurements
    2023/03/24 by Kanika Dheman, Stefan Walser, Dheman, Kanika +17 · 1 citation
    Medicine · #Hemodynamic Monitoring and Therapy #Body Composition Measurement Techniques #Dialysis and Renal Disease Management
14. Earable and Wrist-worn Setup for Accurate Step Counting Utilizing Body-Area Electrostatic Sensing
    2024/07/08 by Sizhen Bian, Rakita Strahinja, Bian, Sizhen +13 · 2 citations
    Engineering · #Advanced Sensor and Energy Harvesting Materials #FOS: Electrical engineering #Muscle activation and electromyography studies #Robot Manipulation and Learning #Signal Processing (eess.SP) #electronic engineering #information engineering
15. Q-VDiT: Towards Accurate Quantization and Distillation of Video-Generation Diffusion Transformers
    2025/05/28 by Weilun Feng, Feng, Weilun, Chuanguang Yang +19 · 6 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Video Coding and Compression Technologies
16. GWQ: Gradient-Aware Weight Quantization for Large Language Models
    2024/10/30 by Yu Shao, Shao, Yihua, Siyu Chen +26 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
17. Evaluation of Encoding Schemes on Ubiquitous Sensor Signal for Spiking Neural Network
    2024/07/12 by Sizhen Bian, Elisa Donati, Bian, Sizhen +3 · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Electrical engineering #Neural Networks and Applications #Robotics and Automated Systems #Signal Processing (eess.SP) #electronic engineering #information engineering
18. A Lora-Based and Maintenance-Free Cattle Monitoring System for Alpine Pastures and Remote Locations
    2024/06/10 by Lukas Schulthess, Fabrice Longchamp, Schulthess, Lukas +5 · 1 citation
    Agricultural and Biological Sciences · #Agricultural Systems and Practices #FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
19. On-Device Training Empowered Transfer Learning For Human Activity Recognition
    2024/07/04 by Pixi Kang, Julian Moosmann, Kang, Pixi +5 · 1 citation
    Computer Science · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
20. Event-Priori-Based Vision-Language Model for Efficient Visual Understanding
    2025/06/09 by Haotong Qin, Qin, Haotong, Cheng Hu +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
21. Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models
    2025/04/15 by Nicolas Baumann, Baumann, Nicolas, Cheng Hu +11 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Robotics (cs.RO)
22. CycloWatt: An Affordable, TinyML-enhanced IoT Device Revolutionizing Cycling Power Metrics
    2024/02/27 by Victor Luder, Sizhen Bian, Luder, Victor +3 · 1 citation
    Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Green IT and Sustainability #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Smart Parking Systems Research #Transportation and Mobility Innovations #electronic engineering #information engineering
23. Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines
    2022/05/24 by Tommaso Polonelli, Hanna Müller, Polonelli, Tommaso +9 · 1 citation
    Earth and Planetary Sciences · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Flow Measurement and Analysis #Icing and De-icing Technologies #Meteorological Phenomena and Simulations #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #electronic engineering #information engineering
24. SkyEV: RGB-Event UAV detection and tracking dataset and baseline
    2026/07/21 by Jakub Mandula, Sebastian Heusinger, Julian Moosmann +2
    #cs.CV
25. Continual-RL for Generalization in Autonomous Racing on the RoboRacer Platform
    2026/07/27 by Joel Siegert, Edoardo Ghignone, Michele Magno
    #cs.RO #cs.SY #eess.SY