Archivio Istituzionale della RicercaSQUILLERO, GIOVANNI
SQUILLERO, GIOVANNI
Dipartimento di Automatica e Informatica
003584
In-Context Learning for Microcontroller Performance Screening Using Tabular Foundation Models
In corso di stampa Bellarmino, Nicolò; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Squillero, Giovanni
Si-ATLAS: Autonomous Testing via LLM-Agent Synergy for RISC-V SBST Generation
In corso di stampa Wang, Changhao; Chen, Yijing; Bellarmino, Nicolo'; Rodriguez Condia, Josie Esteban; Li, Chaobo; Squillero, Giovanni; Cantoro, Riccardo
Transfer Learning in MCU Performance Screening
In corso di stampa Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
An Initial Investigation on the Generation of Logic Gate Networks using Cartesian Genetic Programming
2026 Lubrano, Francesco; Messetti, Emanuel; Scionti, Alberto; Squillero, Giovanni; Tonda, Alberto
Beyond the Black Box: Neuro-Symbolic Integration for Interpretable Video-Based Reinforcement Learning
2026 Cardone, Lorenzo; Ghisolfo, Giorgia; Mongardi, Giorgio; Quer, Stefano; Squillero, Giovanni
Deconvolution of Electron-Ionization Mass Spectra of Mixtures Without Chromatography
2026 Correale, Raffaele; Lutton, Evelyne; Mongardi, Giorgio; Squillero, Giovanni; Todino, Raffaella; Tonda, Alberto
Deconvolution of Mass Spectra Through Particle Swarm Optimization: An Industrial Experience
2026 Correale, Raffaele; Lutton, Evelyne; Mongardi, Giorgio; Squillero, Giovanni; Todino, Raffaella; Tonda, Alberto
Theory and Practice of Population Diversity in Evolutionary Computation
2026 Sudholt, Dirk; Squillero, Giovanni
Grouped Feature Selection for SMONs Placement in MCU Performance Screening
2025 Bellarmino, Nicolò; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Squillero, Giovanni
Investigating on Gradient Regularization for Testing Neural Networks
2025 Bellarmino, Nicolo; Bosio, Alberto; Cantoro, Riccardo; Ruospo, Annachiara; Sanchez, Ernesto; Squillero, Giovanni
Theory and Practice of Population Diversity in Evolutionary Computation
2025 Sudholt, Dirk; Squillero, Giovanni
Byron: A Fuzzer for Turing-complete Test Programs
2024 Squillero, Giovanni; Tonda, Alberto; Masetta, Dimitri; Sacchet, Marco
Embedded Feature Selection in MCU Performance Screening
2024 Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Theory and Practice of Population Diversity in Evolutionary Computation
2024 Sudholt, D.; Squillero, G.
Towards an Evolutionary Approach for Exploting Core Knowledge in Artificial Intelligence
2024 Calabrese, Andrea; Quer, Stefano; Squillero, Giovanni; Tonda, Alberto
U-FLEX: Unsupervised Feature Learning with Evolutionary eXploration
2024 Bellarmino, Nicolo’; Cantoro, Riccardo; Squillero, Giovanni
Enabling Inter-Product Transfer Learning on MCU Performance Screening
2023 Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Feature Selection for Cost Reduction in MCU Performance Screening
2023 Bellarmino, Nicolo'; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Semi-Supervised Deep Learning for Microcontroller Performance Screening
2023 Bellarmino, Nicolo; Cantoro, Riccardo; Huch, Martin; Kilian, Tobias; Schlichtmann, Ulf; Squillero, Giovanni
Theory and Practice of Population Diversity in Evolutionary Computation
2023 Sudholt, Dirk; Squillero, Giovanni
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| In-Context Learning for Microcontroller Performance Screening Using Tabular Foundation Models / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Squillero, G.. - ELETTRONICO. - (In corso di stampa). (28th Euromicro Conference Series on Digital System Design (DSD) 2025 Salerno (IT) 10-12 September, 2025). | In corso di stampa | Nicolò BellarminoRiccardo CantoroGiovanni Squillero + | 2025_DSD_Foundation_Models (2).pdf |
| Si-ATLAS: Autonomous Testing via LLM-Agent Synergy for RISC-V SBST Generation / Wang, C., Chen, Y., Bellarmino, N., Rodriguez Condia, J.E., Li, C., Squillero, G., Cantoro, R.. - (In corso di stampa). (International Test Conference 2026 (ITC 2026) San Antonio, Texas, USA October 11–16, 2026). | In corso di stampa | Changhao, WangNicolo, BellarminoJosie Esteban, Rodriguez CondiaGiovanni, SquilleroRiccardo, Cantoro + | - |
| Transfer Learning in MCU Performance Screening / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Schlichtmann, U., Squillero, G.. - ELETTRONICO. - (In corso di stampa). (IEEE International Test Conference (ITC 2023) Anaheim, CA 92802, Stati Uniti 8-13 Ottobre 2023). | In corso di stampa | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | 2023_XXX_Transfer_Learning_POSTER (5).pdf |
| An Initial Investigation on the Generation of Logic Gate Networks using Cartesian Genetic Programming / Lubrano, F., Messetti, E., Scionti, A., Squillero, G., Tonda, A.. - STAMPA. - (2026), pp. 1255-1259. (GECCO '26 Companion: Genetic and Evolutionary Computation Conference Companion San Jose (CRI) July 13 - 17, 2026) [10.1145/3795101.3814731]. | 1-gen-2026 | Scionti, AlbertoSquillero, GiovanniTonda, Alberto + | 3795101.3814731.pdf |
| Beyond the Black Box: Neuro-Symbolic Integration for Interpretable Video-Based Reinforcement Learning / Cardone, L., Ghisolfo, G., Mongardi, G., Quer, S., Squillero, G.. - ELETTRONICO. - (2026), pp. 593-604. (21st International Conference on Software Technologies Porto (PRT) 16/07/2026 - 18/07/2026) [10.5220/0015174000004088]. | 1-gen-2026 | Cardone, LorenzoMongardi, GiorgioQuer, StefanoSquillero, Giovanni + | 151740.pdf |
| Deconvolution of Electron-Ionization Mass Spectra of Mixtures Without Chromatography / Correale, R., Lutton, E., Mongardi, G., Squillero, G., Todino, R., Tonda, A.. - ELETTRONICO. - (2026), pp. 597-600. (GECCO '26 Companion: Genetic and Evolutionary Computation Conference Companion San Jose (CRI) July 13 - 17, 2026) [10.1145/3795101.3805392]. | 1-gen-2026 | Mongardi, GiorgioSquillero, GiovanniTonda, Alberto + | 3795101.3805392.pdf |
| Deconvolution of Mass Spectra Through Particle Swarm Optimization: An Industrial Experience / Correale, R., Lutton, E., Mongardi, G., Squillero, G., Todino, R., Tonda, A.. - 16525:(2026), pp. 422-437. (29th European Conference, Evo Applications, EvoStar 2026 Toulouse (FR) April 8–10, 2026) [10.1007/978-3-032-23607-4_26]. | 1-gen-2026 | Mongardi, GiorgioSquillero, GiovanniTonda, Alberto + | _EvoSTAR_2026__Deconvolution_camera_ready.pdf; 978-3-032-23607-4_26.pdf |
| Theory and Practice of Population Diversity in Evolutionary Computation / Sudholt, D., Squillero, G.. - ELETTRONICO. - (2026), pp. 978-997. (GECCO '26 Companion: Genetic and Evolutionary Computation Conference Companion San Jose (CRI) July 13 - 17, 2026) [10.1145/3795101.3807759]. | 1-gen-2026 | Squillero, Giovanni + | 3795101.3807759.pdf |
| Grouped Feature Selection for SMONs Placement in MCU Performance Screening / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Squillero, G.. - (2025), pp. 1-6. (2025 IEEE 26th Latin American Test Symposium (LATS) San Andrés (COL) 11-14 March 2025) [10.1109/lats65346.2025.10963942]. | 1-gen-2025 | Bellarmino, NicolòCantoro, RiccardoSquillero, Giovanni + | 2024_LATS_GROUP_LASSO_TPAM_SEL (1).pdf; Grouped_Feature_Selection_for_SMONs_Placement_in_MCU_Performance_Screening.pdf |
| Investigating on Gradient Regularization for Testing Neural Networks / Bellarmino, N., Bosio, A., Cantoro, R., Ruospo, A., Sanchez, E., Squillero, G.. - ELETTRONICO. - 15509:(2025), pp. 67-81. (10th International Conference on machine Learning, Optimization and Data science (LOD 2024) Castiglione della Pescaia (ITA) September 22 – 25, 2024) [10.1007/978-3-031-82484-5_6]. | 1-gen-2025 | Bellarmino, NicoloBosio, AlbertoCantoro, RiccardoRuospo, AnnachiaraSanchez, ErnestoSquillero, Giovanni | 2024_LOD_GRADIENT_PENALIZATION.pdf; 978-3-031-82484-5_6.pdf |
| Theory and Practice of Population Diversity in Evolutionary Computation / Sudholt, D., Squillero, G.. - ELETTRONICO. - (2025), pp. 1643-1662. (GECCO '25 Companion: Genetic and Evolutionary Computation Conference Companion Malaga (ESP) July 14 - 18, 2025) [10.1145/3712255.3716510]. | 1-gen-2025 | Squillero, Giovanni + | 3712255.3716510.pdf |
| Byron: A Fuzzer for Turing-complete Test Programs / Squillero, G., Tonda, A., Masetta, D., Sacchet, M.. - STAMPA. - (2024), pp. 1691-1694. (GECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion Melbourne, VIC (AUS) July 14 - 18, 2024) [10.1145/3638530.3664136]. | 1-gen-2024 | Squillero, GiovanniTonda, AlbertoSacchet, Marco + | 3638530.3664136.pdf |
| Embedded Feature Selection in MCU Performance Screening / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Schlichtmann, U., Squillero, G.. - (2024), pp. 1-6. (IEEE 2nd International conference on Design, Test & Technology of Integrated Systems Aix-en-Provence (FRA) October 14th -16th 2024) [10.1109/DTTIS62212.2024.10780418]. | 1-gen-2024 | Nicolo' BellarminoRiccardo CantoroGiovanni Squillero + | 2024_DTTIS_EMBEDDED_Feature_Selection (1).pdf; Embedded_Feature_Selection_in_MCU_Performance_Screening.pdf |
| Theory and Practice of Population Diversity in Evolutionary Computation / Sudholt, D., Squillero, G.. - (2024), pp. 1391-1409. (2024 Genetic and Evolutionary Computation Conference Companion, GECCO 2024 Companion Melbourne (AUS) July 14 - 18, 2024) [10.1145/3638530.3648430]. | 1-gen-2024 | Squillero G. + | 3638530.3648430.pdf |
| Towards an Evolutionary Approach for Exploting Core Knowledge in Artificial Intelligence / Calabrese, A., Quer, S., Squillero, G., Tonda, A.. - ELETTRONICO. - (2024), pp. 259-262. (GECCO 2024: The Genetic and Evolutionary Computation Conference Melbourne, VIC (AUS) July 14 - 18, 2024) [10.1145/3638530.3654230]. | 1-gen-2024 | Calabrese, AndreaQuer, StefanoSquillero, GiovanniTonda, Alberto | gecco_main.pdf; 3638530.3654230.pdf |
| U-FLEX: Unsupervised Feature Learning with Evolutionary eXploration / Bellarmino, N., Cantoro, R., Squillero, G.. - ELETTRONICO. - 14505:(2024), pp. 364-378. (The 9th International Conference on Machine Learning, Optimization, and Data Science (LOD 2023) Grasmere, Lake District, England (UK) September 22 – 26, 2023) [10.1007/978-3-031-53969-5_27]. | 1-gen-2024 | Nicolo’ BellarminoRiccardo CantoroGiovanni Squillero | 2023_LOD_Genetic_Feature_Selection (2).pdf; 978-3-031-53969-5_27.pdf |
| Enabling Inter-Product Transfer Learning on MCU Performance Screening / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Schlichtmann, U., Squillero, G.. - ELETTRONICO. - (2023), pp. 1-6. (IEEE 32nd Asian Test Symposium Beijing (China) 14-17 October 2023) [10.1109/ATS59501.2023.10317992]. | 1-gen-2023 | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | 2023_ATS_Transfer_Learning (4) (1).pdf; Enabling_Inter-Product_Transfer_Learning_on_MCU_Performance_Screening.pdf |
| Feature Selection for Cost Reduction in MCU Performance Screening / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Schlichtmann, U., Squillero, G.. - (2023), pp. 1-6. (24th IEEE Latin-American Test Symposium (LATS) Veracruz (MEX) 21-24 Marzo 2023) [10.1109/LATS58125.2023.10154495]. | 1-gen-2023 | Bellarmino, Nicolo'Cantoro, RiccardoSquillero, Giovanni + | 2023_LATS_Feature_Selection.pdf; Feature_Selection_for_Cost_Reduction_In_MCU_Performance_Screening.pdf |
| Semi-Supervised Deep Learning for Microcontroller Performance Screening / Bellarmino, N., Cantoro, R., Huch, M., Kilian, T., Schlichtmann, U., Squillero, G.. - (2023), pp. 1-6. (2023 IEEE European Test Symposium (ETS) Venezia (IT) 22-26 May 2023) [10.1109/ETS56758.2023.10174083]. | 1-gen-2023 | Bellarmino, NicoloCantoro, RiccardoSquillero, Giovanni + | 2023_ETS_Semi_Supersived_Learning (2).pdf; Semi-Supervised_Deep_Learning_for_Microcontroller_Performance_Screening.pdf |
| Theory and Practice of Population Diversity in Evolutionary Computation / Sudholt, D., Squillero, G.. - (2023), pp. 1361-1378. (2023 Genetic and Evolutionary Computation Conference Companion, GECCO 2023 Companion Lisbon (PRT) July 15 - 19, 2023) [10.1145/3583133.3595053]. | 1-gen-2023 | Squillero, Giovanni + | 3583133.3595053.pdf |