Prasad, Arpan Suravi; İslamoğlu, Gamze; Bertaccini, Luca; Rossi, Davide; Conti, Francesco; Benini, Luca, PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration, in: 2025 IEEE 43rd International Conference on Computer Design (ICCD), 2025, pp. 111 - 118 (atti di: 2025 IEEE 43rd International Conference on Computer Design (ICCD), Richardson, TX, USA, 10-12 November 2025) [Contributo in Atti di convegno]
Ivanov, Andrei; Shen, Siyuan; Gottardo, Gioele; Chrapek, Marcin; Boudaoud, Afif; Schneider, Timo; Benini, Luca; Hoefler, Torsten, PerfDojo: Automated ML Library Generation for Heterogeneous Architectures, in: SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025, pp. 137 - 151 (atti di: SC '25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, St. Louis MO USA, 16 – 21 November 2025) [Contributo in Atti di convegno]
Poveda Rodrigo, Javier Jesus; Hamdi, Mohamed Amine; Koenig, Cyril; Burrello, Alessio; Jahier Pagliari, Daniele; Benini, Luca, POSTER: V-Seek: Optimizing LLM Reasoning on A Server-Class General-Purpose RISC-V Platform, in: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025, pp. 224 - 225 (atti di: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, Cagliari Italy, 28-30 May 2025) [Contributo in Atti di convegno]
Giordano, Marco; Leitner, Christoph; Vogt, Christian; Benini, Luca; Magno, Michele, PuLsE: Accurate and Robust Ultrasound-Based Continuous Heart-Rate Monitoring on a Wrist-Worn IoT Device, «IEEE INTERNET OF THINGS JOURNAL», 2025, 12, pp. 36908 - 36925 [articolo]
Cammarata, Danilo; Perotti, Matteo; Bertuletti, Marco; Garofalo, Angelo; Schiavone, Pasquale Davide; Atienza, David; Benini, Luca, Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications, in: Proceedings of the 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2025, 2, pp. 66 - 69 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contributo in Atti di convegno]
Fu, Zexin; Tedeschi, Riccardo; Ottavi, Gianmarco; Wistoff, Nils; Fuguet, César; Rossi, Davide; Benini, Luca, Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution, in: Proceedings of the 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2025, 1, pp. 12 - 20 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contributo in Atti di convegno]
Iff, Patrick; Bruggmann, Benigna; Morel, Blaise; Besta, Maciej; Benini, Luca; Hoefler, Torsten, RapidChiplet: A Toolchain for Rapid Design Space Exploration of Inter-Chiplet Interconnects, in: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025, pp. 168 - 171 (atti di: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, Cagliari Italy, 28-30 May 2025) [Contributo in Atti di convegno]
Schuhmacher, Viturin; Villani, Federico; Spacone, Giusy; Liu, Xiang; Cossettini, Andrea; Razansky, Daniel; Benini, Luca, Real-Time Histogram-Based Automated Signal Exposure Correction on FPGA for Optoacoustic Imaging, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2025, pp. 1 - 4 (atti di: 2025 IEEE International Ultrasonics Symposium, IUS 2025, Utrecht, Netherlands, 15-18 September 2025) [Contributo in Atti di convegno]
Santos, Carlos; Frey, Sebastian; Cossettini, Andrea; Benini, Luca; Kartsch, Victor, Real-Time, Single-Ear, Wearable ECG Reconstruction, R-Peak Detection, and HR/HRV Monitoring, in: 2025 47th Annual International Conference of the IEEE Engineerin in Medicine and Biology Society (EMBC), «ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY», 2025, 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineerin in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 14–18 July 2025) [Contributo in Atti di convegno]
Wiese, Philip; Item, Maurus; Bertaccini, Luca; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca, RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine, in: Proceedings of the 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2025, 2, pp. 78 - 81 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contributo in Atti di convegno]
Boyle, Liam; Baumann, Nicolas; Sivasothilingam, Paviththiren; Magno, Michele; Benini, Luca, RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning, in: 2025 Conference on Robot Learning (CoRL), 2025, pp. . - . (atti di: 2025 Conference on Robot Learning (CoRL), Seoul, Korea, 27-30 September 2025) [Contributo in Atti di convegno]
Pan, Feiyu; Fang, Hao; Li, Fangkai; Xu, Yanyu; Li, Yawei; Benini, Luca; Lu, Xiankai, Semantic and Sequential Alignment for Referring Video Object Segmentation, in: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, IEEE Computer Society, 2025, pp. 19067 - 19076 (atti di: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, 10-17 June 2025) [Contributo in Atti di convegno]
Huang, Wei; Qin, Haotong; Liu, Yangdong; Li, Yawei; Liu, Qinshuo; Liu, Xianglong; Benini, Luca; Magno, Michele; Zhang, Shiming; Qi, Xiaojuan, SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models, in: Forty-second International Conference on Machine Learning ICML 2025, 2025, pp. . - . (atti di: Forty-second International Conference on Machine Learning ICML 2025, Vancouver, Canada, 13 July 2025) [Contributo in Atti di convegno]
Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco, SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate Exponentiation, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2025, pp. 1 - 2 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, france, 31 March 2025 - 02 April 2025) [Contributo in Atti di convegno]
Perotti, M.; Riedel, S.; Cavalcante, M.; Benini, L., Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2025, 44, pp. 2488 - 2502 [articolo]
