Conferences

Sala, Giada; Bianchini, Claudio; Macrelli, Elena; Bellini, Alberto; Bianchi, Nicola, Electric Machine Design: An Attempt to Apply Artificial Intelligence, in: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE), IEEE, 2025, pp. 1 - 7 (atti di: IEEE Energy Conversion Conference Congress and Exposition (ECCE), Philadelphia, PA, October 19-23 2025) [Contribution to conference proceedings]

Moosmann, Julian; Bonazzi, Pietro; Li, Yawei; Bian, Sizhen; Mayer, Philipp; Benini, Luca; Magno, Michele, Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO, in: Lecture Notes in Computer Science, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, «LECTURE NOTES IN COMPUTER SCIENCE», 2025, 15645, pp. 262 - 280 (atti di: Workshops that were held in conjunction with the 18th European Conference on Computer Vision, ECCV 2024, ita, 2024) [Contribution to conference proceedings]

Benfenati, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; Benini, Luca; Poncino, Massimo; Macii, Enrico; Pagliari, Daniele Jahier, EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation, in: AICAS 2025 - 2025 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 5 (atti di: 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, france, bordeaux, 28-30 April 2025) [Contribution to conference proceedings]

Colagrande, Luca; Benini, Luca, A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators, in: AICAS 2025 - 2025 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 5 (atti di: 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, france, bordeaux, 28-30 April 2025) [Contribution to conference proceedings]

Pellitteri, F.; Rahman, A. U.; Di Tommaso, A. O.; Ricco, M.; Di Capua, G.; Miceli, R., Power Management Strategies for Tramway Networks Supported by Energy Storage Systems and Renewable Sources, in: 2025 IEEE 19th International Conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2025 - Proceedings, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 6 (atti di: 19th IEEE International Conference on Compatibility, Power Electronics and Power Engineering, CPE-POWERENG 2025, Antalya, 2025) [Contribution to conference proceedings]

Wang, Run; Islamoglu, Gamze; Belano, Andrea; Potocnik, Viviane; Conti, Francesco; Garofalo, Angelo; Benini, Luca, VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers, in: Proceedings - Symposium on Computer Arithmetic, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 37 - 44 (atti di: 32nd IEEE Symposium on Computer Arithmetic, ARITH 2025, University of Texas, usa el paso, 04-07 May 2025) [Contribution to conference proceedings]

Wang, Bowen; Bertuletti, Marco; Zhang, Yichao; Jung, Victor J. B.; Benini, Luca, A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 9 - 16 (atti di: 36th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2025, Vancouver, BC, Canada, 28-30 July 2025) [Contribution to conference proceedings]

Perotti, Matteo; Maisto, Vincenzo; Imfeld, Moritz; Wistoff, Nils; Cilardo, Alessandro; Benini, Luca, AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance, in: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025, pp. 50 - 53 (atti di: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, Cagliari Italy, 28-30 May 2025) [Contribution to conference proceedings]

Bellocchi, Gianluca; Capotondi, Alessandro; Benini, Luca; Marongiu, Andrea, Enabling Fast System-Level Integration and Prototyping of Accelerator-Rich Platforms, in: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025, pp. 54 - 57 (atti di: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, Cagliari Italy, 28-30 May 2025) [Contribution to conference proceedings]

Wiese, Philip; Kartsch, Victor; Guermandi, Marco; Benini, Luca, A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing, in: 2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025, Madison, WI, USA, 04-06 August 2025) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Bertuletti, Marco; Zhang, Yichao; Abdollahpour, Mahdi; Riedel, Samuel; Vanelli-Coralli, Alessandro; Benini, Luca, Fast End-to-End Simulation and Exploration of Many-RISCV-Core Baseband Transceivers for Software-Defined Radio-Access Networks, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, 22-25 June 2025) [Contribution to conference proceedings]

Colagrande, Luca; Benini, Luca, Dual-Issue Execution of Mixed Integer and Floating-Point Workloads on Energy-Efficient In-Order RISC-V Cores, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, 22-25 June 2025) [Contribution to conference proceedings]

Brumali, Riccardo; Carnevale, Guido; Notarstefano, Giuseppe, A Feedback-Based Distributed Method for Multiscale Optimal Control of Multi-Agent Systems, in: 2025 IEEE 64th Conference on Decision and Control (CDC), 2025, pp. 1863 - 1868 (atti di: 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil, 09-12/12/2025) [Contribution to conference proceedings]

Carnevale, Guido; Notarstefano, Giuseppe, Almost Sure Convergence in Feedback Optimization via Stochastic Timescale Separation, in: 2025 IEEE 64th Conference on Decision and Control (CDC), 2025, pp. 585 - 590 (atti di: 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil, 09-12/12/2025) [Contribution to conference proceedings]

Carnevale, Guido; Notarstefano, Giuseppe, Data-Driven nonlinear optimal control via feedback-based extremum seeking, in: 2025 IEEE 64th Conference on Decision and Control (CDC), 2025, pp. 1024 - 1029 (atti di: 2025 IEEE 64th Conference on Decision and Control (CDC), Rio de Janeiro, Brazil, 09-12/12/2025) [Contribution to conference proceedings]

Amorosa, Lorenzo Mario; Spampinato, Leonardo; Buratti, Chiara; Verdone, Roberto, Goal-Oriented Uplink Scheduling Requests in Wireless Networks via Graph Neural Networks, in: Proceedings - EUROCON 2025: 21st International Conference on Smart Technologies, NEW YORK, IEEE, 2025, pp. 1 - 6 (atti di: 21st IEEE International Conference on Smart Technologies, EUROCON 2025, Gdynia, 4 June 2025 - 6 June 2025) [Contribution to conference proceedings] Open Access

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Lopoukhine, Alexandre; Ficarelli, Federico; Vasiladiotis, Christos; Lydike, Anton; Van Delm, Josse; Dutilleul, Alban; Benini, Luca; Verhelst, Marian; Grosser, Tobias, A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions, in: CGO '25: Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, 2025, pp. 163 - 178 (atti di: CGO '25: Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, Las Vegas NV USA, 1-5 March 2025) [Contribution to conference proceedings]