SALSA: Simulated Annealing based Loop-Ordering Scheduler for DNN Accelerators. - Victor J. B. Jung; Arne Symons; Linyan Mei; Marian Verhelst; Luca Benini (AICAS, 2023)

ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers. - Gamze Islamoglu; Moritz Scherer 001; Gianna Paulin; Tim Fischer 001; Victor J. B. Jung; Angelo Garofalo; Luca Benini (ISLPED, 2023)

Optimizing Layer-Fused Scheduling of Transformer Networks on Multi-accelerator Platforms. - Steven Colleman; Arne Symons; Victor J. B. Jung; Marian Verhelst (ISQED, 2024)

A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. - Paola Busia; Matteo Antonio Scrugli; Victor Jean-Baptiste Jung; Luca Benini; Paolo Meloni (CoRR, 2024)

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. - Paola Busia; Andrea Cossettini; Thorir Mar Ingolfsson; Simone Benatti; Alessio Burrello; Victor J. B. Jung; Moritz Scherer 001; Matteo Antonio Scrugli; Adriano Bernini; Pauline Ducouret; Philippe Ryvlin; Paolo Meloni; et al. (IEEE Trans. Biomed. Circuits Syst., 2024)

Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers. - Moritz Scherer 001; Luka Macan; Victor J. B. Jung; Philip Wiese; Luca Bompani; Alessio Burrello; Francesco Conti 001; Luca Benini (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)

A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment. - Bowen Wang; Marco Bertuletti; Yichao Zhang 003; Victor J. B. Jung; Luca Benini (ASAP, 2025)

Distributed Inference with Minimal Off-Chip Traffic for Transformers on Low-Power MCUs. - Severin Bochem; Victor J. B. Jung; Arpan Suravi Prasad; Francesco Conti 001; Luca Benini (DATE, 2025)

A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. - Paola Busia; Matteo Antonio Scrugli; Victor Jean-Baptiste Jung; Luca Benini; Paolo Meloni (IEEE Trans. Biomed. Circuits Syst., 2025)

Optimizing the Deployment of Tiny Transformers on Low-Power MCUs. - Victor Jean-Baptiste Jung; Alessio Burrello; Moritz Scherer 001; Francesco Conti 001; Luca Benini (IEEE Trans. Computers, 2025)

Fused-Tiled Layers: Minimizing Data Movement on RISC-V SoCs with Software-Managed Caches. - Victor J. B. Jung; Alessio Burrello; Francesco Conti 001; Luca Benini (CoRR, 2025)

Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow. - Philip Wiese; Gamze Islamoglu; Moritz Scherer 001; Luka Macan; Victor Jean-Baptiste Jung; Alessio Burrello; Francesco Conti 001; Luca Benini (IEEE Des. Test, 2025)