Archivio Istituzionale della RicercaCAGLIERO, LUCA
CAGLIERO, LUCA
Dipartimento di Automatica e Informatica
023058
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection
In corso di stampa Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca
Hal-Detector: Is Explainable AI Helping Detect Slopsquatting?
In corso di stampa Bonfanti, Chiara; Colaiacomo, Davide; Cagliero, Luca; Basile, Cataldo
Time Series Foundation Models Meet Variational Autoencoders for Anomaly Detection
In corso di stampa Yassine, Ali; Nguyen, Van Thanh; Jaber, Hassan; Carli, Massimiliano; Tarantino, Giovanbattista; Cagliero, Luca
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering
2026 Yassine, Ali; Savelli, Claudio; Napolitano, Davide; Gallipoli, Giuseppe; Cagliero, Luca; Baralis, Elena
Adversarial Generation of Multi-Turn Debates for Hate Speech Mitigation via Retrieval-Augmented Generation
2026 Bayat, Erfan; Gensale, Aurora; Cagliero, Luca
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
2026 Napolitano, Davide; Cagliero, Luca; Battiloro, Fabrizio
Efficient Retrieval-Augmented Generation for Vulnerability Assessment and Penetration Testing in Automotive Engineering
2026 Gensale, Aurora; Cagliero, Luca; Basile, Cataldo; Garza, Paolo; Ferrua, Luca
Exploring In-Context Learning Strategies for Temporal Ordering of Legal Events using Large Language Models.
2026 Cacioli, Andrea; Cagliero, Luca; Tarasconi, Francesco
From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation
2026 Gensale, Aurora; Esposito, Giuseppe; Guerrero-Balaguera, Juan-David; Condia, Josie E. Rodriguez; Cagliero, Luca; Reorda, Matteo Sonza
From Threat Intelligence to Firewall Rules: Semantic Relations in Hybrid AI Agent and Expert System Architectures
2026 Bonfanti, Chiara; Colaiacomo, Davide; Cagliero, Luca; Basile, Cataldo
Ita-Lib at SVELA: Detecting the Forgotten - Representation-Based Approach for Verifying Machine Unlearning
2026 Yassine, Ali; Ibrahim, Hadi; Cagliero, Luca
Leveraging large language models for abstractive summarization of Italian legal news
2026 Benedetto, Irene; Cagliero, Luca; Ferro, Michele; Tarasconi, Francesco; Bernini, Claudia; Giacalone, Giuseppe
LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation
2026 Napolitano, Davide; Cagliero, Luca
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection
2026 Yassine, Ali; Cagliero, Luca; Vassio, Luca
Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning
2026 Papicchio, S.; Rossi, S.; Cagliero, L.; Papotti, P.
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study
2026 Yassine, Ali; Zorzan, Fabio; Salvatori, Lucia; Vassio, Luca; Cagliero, Luca
A Conceptual Map for Exploring the Landscape of Large Language Models
2025 Pierri, Francesco; Bernasconi, Anna; Giobergia, Flavio; Savelli, Claudio; Baralis, Elena; Cagliero, Luca; Ceri, Stefano
A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding
2025 Vaiani, Lorenzo; Napolitano, Davide; Cagliero, Luca
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models
2025 Gensale, Aurora; Benedetto, Irene; Gioacchini, Luca; Bosca, Alessio; Cagliero, Luca
Boosting court judgment prediction and explanation using legal entities
2025 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco; Baralis, Elena
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection / Napolitano, D., Vaiani, L., Cagliero, L.. - (In corso di stampa). (32nd ACM International Conference on Information and Knowledge Management ). | In corso di stampa | Napolitano,DavideVaiani,LorenzoCagliero,Luca | Association_for_Computing_Machinery__ACM____SIG_Proceedings_Template_CIKM23_DN_LV_LC.pdf |
| Hal-Detector: Is Explainable AI Helping Detect Slopsquatting? / Bonfanti, C., Colaiacomo, D., Cagliero, L., Basile, C.. - (In corso di stampa). (International Conference on Cybersecurity and AI-Based Systems Bucharest, Romania 22–25 September 2026). | In corso di stampa | Bonfanti,ChiaraColaiacomo,DavideCagliero, LucaBasile, Cataldo | - |
| Time Series Foundation Models Meet Variational Autoencoders for Anomaly Detection / Yassine, A., Nguyen, V.T., Jaber, H., Carli, M., Tarantino, G., Cagliero, L.. - ELETTRONICO. - (In corso di stampa). (20th Anniversary IEEE International Conference on Application of Information and Communication Technologies (AICT) Baku (AZE) October 14–16, 2026). | In corso di stampa | Yassine, AliNguyen, Van ThanhJaber, HassanCarli, MassimilianoTarantino, GiovanbattistaCagliero, Luca | TSFM_VAE_AnomalyDetection.pdf |
| AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering / Yassine, A., Savelli, C., Napolitano, D., Gallipoli, G., Cagliero, L., Baralis, E.. - ELETTRONICO. - 4195:(2026), pp. 1-11. (EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Bari (ITA) February 26th-27th, 2026). | 1-gen-2026 | Yassine, AliSavelli, ClaudioNapolitano, DavideGallipoli, GiuseppeCagliero, LucaBaralis, Elena | 46.pdf |
| Adversarial Generation of Multi-Turn Debates for Hate Speech Mitigation via Retrieval-Augmented Generation / Bayat, E., Gensale, A., Cagliero, L.. - (2026), pp. 1443-1452. (2026 IEEE 50th Annual Computers, Software, and Applications Conference (COMPSAC) Madrid (ESP) 07-10 July 2026) [10.1109/compsac69091.2026.00191]. | 1-gen-2026 | Bayat, ErfanGensale, AuroraCagliero, Luca | Adversarial_Generation_of_Multi-Turn_Debates_for_Hate_Speech_Mitigation_via_Retrieval-Augmented_Generation.pdf; COMPSAC_26___Adversarial_generation_of_multi_turn____-1.pdf |
| Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents / Napolitano, D., Cagliero, L., Battiloro, F.. - V 40 n.10: AAAI-26 Technical Tracks 10:(2026), pp. 8125-8133. (Fortieth AAAI Conference on Artificial Intelligence (AAAI-26) Singapore (SGP) January 20-27, 2026) [10.1609/aaai.v40i10.37759]. | 1-gen-2026 | Napolitano, DavideCagliero, Luca + | AAAI___VQA___CR.pdf; 37759-Article Text-41851-1-2-20260314.pdf |
| Efficient Retrieval-Augmented Generation for Vulnerability Assessment and Penetration Testing in Automotive Engineering / Gensale, A., Cagliero, L., Basile, C., Garza, P., Ferrua, L.. - In: ALGORITHMS. - ISSN 1999-4893. - 19:7(2026). [10.3390/a19070555] | 1-gen-2026 | Gensale AuroraCagliero LucaBasile CataldoGarza Paolo + | algorithms-19-00555.pdf |
| Exploring In-Context Learning Strategies for Temporal Ordering of Legal Events using Large Language Models / Cacioli, A., Cagliero, L., Tarasconi, F.. - 4192:(2026). (EDBT/ICDT-WS 2026 EDBT/ICDT 2026 Workshops Tampere (Finland) March 24, 2026.). | 1-gen-2026 | Cacioli, AndreaCagliero, Luca + | DARLIAP-paper8.pdf |
| From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation / Gensale, A., Esposito, G., Guerrero-Balaguera, J., Condia, J.E.R., Cagliero, L., Reorda, M.S.. - (2026), pp. 1-7. (32nd International Symposium on On-Line Testing and Robust System Design, IOLTS 2026 Polignano a Mare (ITA) 01-03 July 2026) [10.1109/iolts69666.2026.11633814]. | 1-gen-2026 | Gensale, AuroraEsposito, GiuseppeGuerrero-Balaguera, Juan-DavidCagliero, LucaReorda, Matteo Sonza + | From_Prompts_to_Pressure_Evaluating_LLM-driven_Agents_for_GPU_Stress-code_Generation.pdf; _IOLTS2026_GPU_COMA-1.pdf |
| From Threat Intelligence to Firewall Rules: Semantic Relations in Hybrid AI Agent and Expert System Architectures / Bonfanti, C., Colaiacomo, D., Cagliero, L., Basile, C.. - 16625:(2026), pp. 182-190. (26th International Conference on Web Engineering, ICWE 2026 Lyon (FRA) June 9–12, 2026) [10.1007/978-3-032-29372-5_13]. | 1-gen-2026 | Chiara BonfantiDavide ColaiacomoLuca CaglieroCataldo Basile | From Threat Intelligence to Firewall Rules.pdf |
| Ita-Lib at SVELA: Detecting the Forgotten - Representation-Based Approach for Verifying Machine Unlearning / Yassine, A., Ibrahim, H., Cagliero, L.. - ELETTRONICO. - 4195:(2026), pp. 1-11. (EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian Bari (ITA) February 26th-27th, 2026). | 1-gen-2026 | Yassine, AliIbrahim, HadiCagliero, Luca | 25.pdf |
| Leveraging large language models for abstractive summarization of Italian legal news / Benedetto, I., Cagliero, L., Ferro, M., Tarasconi, F., Bernini, C., Giacalone, G.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - 34:2(2026), pp. 421-441. [10.1007/s10506-025-09431-3] | 1-gen-2026 | Benedetto, IreneCagliero, Luca + | s10506-025-09431-3.pdf |
| LightningSHAP: A Cost-Effective Approach to Local Shapley Values Estimation / Napolitano, D., Cagliero, L.. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - 7:7(2026), pp. 3787-3797. [10.1109/tai.2025.3645716] | 1-gen-2026 | Napolitano, DavideCagliero, Luca | IEEE_TAI___EfficientFastSHAP.pdf; LightningSHAP_A_Cost-Effective_Approach_to_Local_Shapley_Values_Estimation.pdf |
| On Cost-Effectiveness of Language Models for Time Series Anomaly Detection / Yassine, A., Cagliero, L., Vassio, L.. - In: INFORMATION. - ISSN 2078-2489. - 17:1(2026). [10.3390/info17010072] | 1-gen-2026 | Yassine, AliCagliero, LucaVassio, Luca | information-17-00072.pdf |
| Think2SQL: Blueprinting Reward Density and Advantage Scaling for Effective Text-to-SQL Reasoning / Papicchio, S., Rossi, S., Cagliero, L., Papotti, P.. - In: TRANSACTIONS ON MACHINE LEARNING RESEARCH. - ISSN 2835-8856. - 2026-:(2026). | 1-gen-2026 | Papicchio S.Cagliero L. + | - |
| Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study / Yassine, A., Zorzan, F., Salvatori, L., Vassio, L., Cagliero, L.. - ELETTRONICO. - 4192:(2026). (10th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP) Tampere, Finland March 24, 2026). | 1-gen-2026 | Yassine, AliVassio, LucaCagliero, Luca + | DARLIAP-paper10.pdf |
| A Conceptual Map for Exploring the Landscape of Large Language Models / Pierri, F., Bernasconi, A., Giobergia, F., Savelli, C., Baralis, E., Cagliero, L., Ceri, S.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 190735-190744. [10.1109/ACCESS.2025.3629334] | 1-gen-2025 | Flavio GiobergiaClaudio SavelliElena BaralisLuca Cagliero + | A_Conceptual_Map_for_Exploring_the_Landscape_of_Large_Language_Models.pdf |
| A Graph Attention Network Combining Multifaceted Element Relationships for Full Document-Level Understanding / Vaiani, L., Napolitano, D., Cagliero, L.. - In: COMPUTERS. - ISSN 2073-431X. - 14:9(2025). [10.3390/computers14090362] | 1-gen-2025 | Vaiani, LorenzoNapolitano, DavideCagliero, Luca | computers-14-00362.pdf |
| BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models / Gensale, A., Benedetto, I., Gioacchini, L., Bosca, A., Cagliero, L.. - ELETTRONICO. - (2025), pp. 718-725. (19th International Workshop on Semantic Evaluation (SemEval-2025) Vienna (AT) July 31 - August 1, 2025). | 1-gen-2025 | Gensale, AuroraBenedetto, IreneGioacchini, LucaBosca, AlessioCagliero, Luca | 2025.semeval-1.99.pdf |
| Boosting court judgment prediction and explanation using legal entities / Benedetto, I., Koudounas, A., Vaiani, L., Pastor, E., Cagliero, L., Tarasconi, F., Baralis, E.. - In: ARTIFICIAL INTELLIGENCE AND LAW. - ISSN 0924-8463. - ELETTRONICO. - 33:3(2025), pp. 605-640. [10.1007/s10506-024-09397-8] | 1-gen-2025 | Benedetto, IreneKoudounas, AlkisVaiani, LorenzoPastor, ElianaCagliero, LucaBaralis, Elena + | s10506-024-09397-8.pdf |