| 2026 | AAAI | Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents. | Davide Napolitano, Luca Cagliero, Fabrizio Battiloro |
| 2026 | COMPSAC | Adversarial Generation of Multi-Turn Debates for Hate Speech Mitigation via Retrieval-Augmented Generation. | Erfan Bayat, Aurora Gensale, Luca Cagliero |
| 2026 | COMPSAC | Learning SQL from Large Language Model Reasoning: A Laboratory Experience. | Luca Cagliero, Laura Farinetti, Rossella D'Onghia |
| 2026 | DEXA | Lightweight Strategies to Mitigate Small VideoLLM's Challenges in Video Summarization. | Lorenzo Vaiani, Luca Cagliero, Wiktoria Woronko |
| 2026 | EDBT | Exploring In-Context Learning Strategies for Temporal Ordering of Legal Events using Large Language Models. | Andrea Cacioli, Luca Cagliero, Francesco Tarasconi |
| 2026 | EDBT | Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study. | Ali Yassine, Fabio Zorzan, Lucia Salvatori, Luca Vassio, Luca Cagliero |
| 2026 | IOLTS | From Prompts to Pressure: Evaluating LLM-driven Agents for GPU Stress-code Generation. | Aurora Gensale, Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Luca Cagliero, Matteo Sonza Reorda |
| 2026 | ICWE | From Threat Intelligence to Firewall Rules: Semantic Relations in Hybrid AI Agent and Expert System Architectures. | Chiara Bonfanti, Davide Colaiacomo, Luca Cagliero, Cataldo Basile |
| 2026 | ICWE | A Unified Approach for Sexism Detection in Social Media Memes Under Hard and Soft Evaluation Settings. | Lorenzo Calogiuri, Eld Egyed-Zsigmond, Nathan Nowakowski, Luca Cagliero |
| 2025 | ACL | Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs. | Luca Cagliero, Lorenzo Vaiani, Eliana Pastor, Alkis Koudounas, Elena Baralis, Vittorio Mazzia, Sandro Pollastrini, Thomas Gueudr, Manuel Giollo, Daniele Amberti, Yue Wu |
| 2025 | ACL | Privacy Preserving Data Selection for Bias Mitigation in Speech Models. | Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudr, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti |
| 2025 | CIKM | KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs. | Lorenzo Vaiani, Yihao Ding, Luca Cagliero, Jean Lee, Paolo Garza, Josiah Poon, Soyeon Caren Han |
| 2025 | COLING | It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language. | Giuseppe Gallipoli, Luca Cagliero |
| 2025 | EDBT | Semi-supervised Community Detection in Dynamic Graphs. | Matteo Bianco, Luca Cagliero, Luca Vassio |
| 2025 | EDBT | Retrieval Augmented Generation of Summarized Answers on Visually-Rich Documents for Trend and Risk Analysis. | Giuseppe Gallipoli, Luca Cagliero, Alessandro Mosca, Arianna Miola, Daniele Borghi |
| 2025 | EMNLP | SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing. | Simone Papicchio, Luca Cagliero, Paolo Papotti |
| 2025 | JURIX | LR | Irene Benedetto, Luca Cagliero, Francesco Tarasconi |
| 2025 | KDD | MAD: Multicriteria Anomaly Detection of Suspicious Financial Accounts from Billions of Cash Transactions. | Giordano Paoletti, Flavio Giobergia, Danilo Giordano, Luca Cagliero, Silvia Ronchiadin, Dario Moncalvo, Marco Mellia, Elena Baralis |
| 2025 | SIGCSE | A Critical Approach to ChatGPT: An Experience in SQL Learning. | Laura Farinetti, Luca Cagliero |
| 2024 | ACL | 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding. | Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero |
| 2024 | CaiSE | Towards an Explorable Conceptual Map of Large Language Models. | Lorenzo Bertetto, Francesca Bettinelli, Alessio Buda, Marco Da Mommio, Simone Di Bari, Claudio Savelli, Elena Baralis, Anna Bernasconi, Luca Cagliero, Stefano Ceri, Francesco Pierri |
| 2024 | COMPSAC | ChatGPT, be my Teaching Assistant! Automatic Correction of SQL Exercises. | Luca Cagliero, Laura Farinetti, Jacopo Fior, Andrea Ignazio Manenti |
| 2024 | COMPSAC | On Leveraging Multi-Page Element Relations in Visually-Rich Documents. | Davide Napolitano, Lorenzo Vaiani, Luca Cagliero |
| 2024 | ECIR | DQNC2S: DQN-Based Cross-Stream Crisis Event Summarizer. | Daniele Rege Cambrin, Luca Cagliero, Paolo Garza |
| 2024 | EDBT | Extreme Classification of European Union Law Documents Driven by Entity Embeddings. | Irene Benedetto, Luca Cagliero, Francesco Tarasconi |
| 2024 | EDBT | Building Foundations for Inclusiveness through Expert-Annotated Data. | Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli |
| 2024 | EMNLP | Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning. | Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto, Luca Cagliero, Paolo Garza |
| 2024 | ICASSP | Leveraging Confidence Models for Identifying Challenging Data Subgroups in Speech Models. | Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudr, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti |
| 2024 | ICASSP | Benchmarking Representations for Speech, Music, and Acoustic Events. | Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi |
| 2024 | ICDE | Evaluating Ambiguous Questions in Semantic Parsing. | Simone Papicchio, Paolo Papotti, Luca Cagliero |
| 2023 | COMPSAC | GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets. | Davide Napolitano, Luca Cagliero |
| 2023 | EDBT | Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach. | Davide Napolitano, Lorenzo Vaiani, Luca Cagliero |
| 2023 | ICASSP | Exploring Subgroup Performance in End-to-End Speech Models. | Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudr, Luca Cagliero, Luca de Alfaro, Elena Baralis, Daniele Amberti |
| 2023 | Interspeech | ITALIC: An Italian Intent Classification Dataset. | Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis |
| 2023 | JURIX | Benchmarking Abstractive Models for Italian Legal News Summarization. | Irene Benedetto, Luca Cagliero, Francesco Tarasconi, Giuseppe Giacalone, Claudia Bernini |
| 2023 | KES | On the use of Pretrained Language Models for Legal Italian Document Classification. | Irene Benedetto, Gianpiero Sportelli, Sara Bertoldo, Francesco Tarasconi, Luca Cagliero, Giuseppe Giacalone |
| 2022 | ADBIS | Automatic Inference of Taxonomy Relationships Among Legal Documents. | Irene Benedetto, Luca Cagliero, Francesco Tarasconi |
| 2022 | ADBIS | Generating Comparative Explanations of Financial Time Series. | Jacopo Fior, Luca Cagliero, Tommaso Cal |
| 2022 | COMPSAC | Leveraging summarization techniques in educational technology systems. | Irene Benedetto, Lorenzo Canale, Laura Farinetti, Luca Cagliero, Moreno La Quatra |
| 2022 | COMPSAC | A scalable approach to detect Contrasting Consecutive Patterns in time series data. | Stefano Tata, Luca Cagliero |
| 2022 | SAC | Leveraging multimodal content for podcast summarization. | Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza |
| 2021 | COMPSAC | Automatic slides generation in the absence of training data. | Luca Cagliero, Moreno La Quatra |
| 2021 | COMPSAC | From teaching books to educational videos and vice versa: a cross-media content retrieval experience. | Lorenzo Canale, Laura Farinetti, Luca Cagliero |
| 2021 | COMPSAC | Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings. | Jacopo Fior, Luca Cagliero |
| 2021 | EDBT | Profiling industrial vehicle duties using CAN bus signal segmentation and clustering. | Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti |
| 2021 | SIGIR | Summarize Dates First: A Paradigm Shift in Timeline Summarization. | Moreno La Quatra, Luca Cagliero, Elena Baralis, Alberto Messina, Maurizio Montagnuolo |
| 2020 | COMPSAC | DSLE: A Smart Platform for Designing Data Science Competitions. | Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Chiusano |
| 2020 | COMPSAC | UNIFORM: Automatic Alignment of Open Learning Datasets. | Luca Cagliero, Lorenzo Canale, Laura Farinetti |
| 2020 | EDBT | Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment. | Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis |
| 2020 | EDBT | Machine Learning Supported Next-Maintenance Prediction for Industrial Vehicles. | Sachit Mishra, Luca Vassio, Luca Cagliero, Marco Mellia, Elena Baralis, Riccardo Loti, Lucia Salvatori |
| 2020 | ICDM | Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading. | Jacopo Fior, Luca Cagliero |
| 2020 | KES | An explainable data-driven approach to web directory taxonomy mapping. | Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero |
| 2020 | SIGMOD | Leveraging the explainability of associative classifiers to support quantitative stock trading. | Giuseppe Attanasio, Luca Cagliero, Elena Baralis |
| 2020 | SIGMOD | Price series cross-correlation analysis to enhance the diversification of itemset-based stock portfolios. | Jacopo Fior, Luca Cagliero, Paolo Garza |
| 2019 | BigData | CarPredictor: Forecasting the Number of Free Floating Car Sharing Vehicles within Restricted Urban Areas. | Luca Cagliero, Silvia Chiusano, Elena Daraio, Paolo Garza |
| 2019 | COMPSAC | VISA: A Supervised Approach to Indexing Video Lectures with Semantic Annotations. | Luca Cagliero, Lorenzo Canale, Laura Farinetti |
| 2019 | EDBT | Heterogeneous Industrial Vehicle Usage Predictions: A Real Case. | Dena Markudova, Elena Baralis, Luca Cagliero, Marco Mellia, Luca Vassio, Elvio Gilberto Amparore, Riccardo Loti, Lucia Salvatori |
| 2019 | ICDM | Combining News Sentiment and Technical Analysis to Predict Stock Trend Reversal. | Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis |
| 2019 | SIGIR | Poli2Sum@CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models. | Moreno La Quatra, Luca Cagliero, Elena Baralis |
| 2019 | SIGMOD | Quantitative cryptocurrency trading: exploring the use of machine learning techniques. | Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis |
| 2018 | COMPSAC | Improving the Effectiveness of SQL Learning Practice: A Data-Driven Approach. | Luca Cagliero, Luigi De Russis, Laura Farinetti, Teodoro Montanaro |
| 2018 | EDBT | Study of the Applicability of an Itemset-Based Portfolio Planner in a Multi-Market Context. | Luca Cagliero, Paolo Garza |
| 2017 | ADBIS | Discovering High-Utility Itemsets at Multiple Abstraction Levels. | Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero |
| 2017 | COMPSAC | Experimental Validation of a Massive Educational Service in a Blended Learning Environment. | Elena Baralis, Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto |
| 2017 | COMPSAC | Test-Driven Summarization: Combining Formative Assessment with Teaching Document Summarization. | Luca Cagliero, Laura Farinetti, Elena Baralis |
| 2017 | FIE | Educational video services in universities: A systematic effectiveness analysis. | Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto, Elena Baralis |
| 2017 | SIGIR | Identifying Collaborations among Researchers: a pattern-based approach. | Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis |
| 2016 | CIKM | Supporting stock trading in multiple foreign markets: a multilingual news summarization approach. | Elena Baralis, Luca Cagliero, Tania Cerquitelli |
| 2016 | SmartComp | Modeling Correlations among Air Pollution-Related Data through Generalized Association Rules. | Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Xin Xiao |
| 2015 | BigData | PaWI: Parallel Weighted Itemset Mining by Means of MapReduce. | Elena Baralis, Luca Cagliero, Paolo Garza, Luigi Grimaudo |
| 2015 | COMPSAC | Generation and Evaluation of Summaries of Academic Teaching Materials. | Elena Baralis, Luca Cagliero, Laura Farinetti |
| 2015 | ICDE | Monitoring the citizens' perception on urban security in Smart City environments. | Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Pierangelo Garino, Marco Nardone, Barbara Pralio, Luca Venturini |
| 2014 | ISPA | Misleading Generalized Itemset Mining in the Cloud. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti |
| 2014 | UCC | NEMICO: Mining Network Data through Cloud-Based Data Mining Techniques. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Luigi Grimaudo, Fabio Pulvirenti |
| 2013 | BIBE | Frequent weighted itemset mining from gene expression data. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza |
| 2012 | SAC | Multi-document summarization exploiting frequent itemsets. | Elena Baralis, Luca Cagliero, Saima Jabeen, Alessandro Fiori |
| 2009 | KES | Context-Aware User and Service Profiling by Means of Generalized Association Rules. | Elena Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Marco Marchetti |