{"id":185,"date":"2025-12-18T10:27:07","date_gmt":"2025-12-18T10:27:07","guid":{"rendered":"https:\/\/scalab.dimes.unical.it\/orsino\/?page_id=185"},"modified":"2026-03-30T13:24:55","modified_gmt":"2026-03-30T13:24:55","slug":"185-2","status":"publish","type":"page","link":"https:\/\/scalab.dimes.unical.it\/orsino\/?page_id=185","title":{"rendered":""},"content":{"rendered":"

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\n View by Type \u2192
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To appear<\/h2>\n
    \n
  1. Belcastro, L, Gabriele, N, Marozzo, F, Orsino, A<\/strong>, Talia, D, Trunfio, P, Badia, RM, Lordan, F, \u201cFederated Learning in the Edge\u2013Cloud Continuum: A Task-Based Approach with Colony\u201d. In: 23rd International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Platforms<\/em>. To Appear.<\/li>\n
  2. Talia, D, Trunfio, P, Cantini, R, Orsino, A<\/strong>, \u201cThe Bias Problem in Healthcare AI\u201d. In: The Evolution of Artificial Intelligence in Healthcare. Elsevier<\/em>. To Appear.<\/li>\n
  3. Orsino, A<\/span><\/strong>, Talia, D, \u201cModels, Languages and Tools for High-Performance Computing\u201d.<\/span> In:<\/span> Encyclopedia of Bioinformatics and Computational Biology, 2nd Edition. <\/span><\/em>To Appear.<\/span>
    \n

    2026<\/h2>\n<\/li>\n
  4. Belcastro, L, Marozzo, F, Orsino, A<\/strong>, Talia, D, Trunfio, P, \u201cNavigating the Edge-Cloud Continuum: A State-of-Practice Survey<\/a>\u201d. In: IEEE Access (<\/em>2026).<\/li>\n
  5. Cantini, R, Gabriele, N, Orsino, A<\/strong>, Talia, D, \u201cIs Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models<\/a>\u201d. In: Proceedings of the 3rd Workshop on Fairness and Bias in AI
    \nco-located with 28th European Conference on Artificial Intelligence. 2026.<\/p>\n

    2025<\/h2>\n<\/li>\n
  6. Cantini, R, Gabriele, N, Orsino, A<\/strong>, \u201cA Parameter-Efficient Approach to Distilling Large Language Models via Meta-Learning<\/a>\u201d. In: New Trends in Database and Information Systems.<\/em> 2025.<\/li>\n
  7. Belcastro, L, Cantini, R, Marozzo, F, Orsino, A<\/strong>, Talia, D, Trunfio, P, \u201cAdvancing Green and Fair AI: A Research Perspective on Environmental and Social Sustainability<\/a>\u201d. In: Ital-IA 2025: 5th National Conference on Artificial Intelligence<\/em>. 2025.<\/li>\n
  8. Cantini, R, Orsino, A<\/strong>, Talia, D, Trunfio, P, \u201cTowards Interpretable Energy Estimation for Edge AI Applications<\/a>\u201d. In: IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)<\/em>. 2025.<\/li>\n
  9. Cantini, R, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, \u201cDynamic hashtag recommendation in social media with trend shift detection and adaptation<\/a>\u201d.<\/span> In: IEEE Transactions on Computational Social Systems (2025)<\/em>.<\/li>\n
  10. Cantini, R, <\/span>Orsino, A<\/span><\/strong>, Ruggiero, M, Talia, D, \u201cBenchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge<\/a>\u201d.<\/span> In:<\/span> Machine Learning (2025).<\/span><\/em>
    \n

    2024<\/h2>\n<\/li>\n
  11. Belcastro, L, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Presta, A, Vinci, A, \u201cDeveloping cross-platform and fast-responsive applications on the edge-cloud continuum<\/a>\u201d.<\/span> In:<\/span> 15th IFIP Wireless and Mobile Networking Conference 2024. 2024.<\/span><\/em><\/li>\n
  12. Cantini, R, Cosenza, G, <\/span>Orsino, A<\/span><\/strong>, Talia, D, \u201cAre Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation<\/a>\u201d.<\/span> In:<\/span> 27th International Conference on Discovery Science 2024. 2024.<\/span><\/em><\/li>\n
  13. Cantini, R, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, Badia, RM, Ejarque, J, Vazquez, F, \u201cBlock size estimation for data partitioning in HPC applications using machine learning techniques<\/a>\u201d.<\/span> In:<\/span> Journal of Big Data (2024).<\/span><\/em><\/li>\n
  14. Cantini, R, <\/span>Orsino, A<\/span><\/strong>, Talia, D, \u201cXai-driven knowledge distillation of large language models for efficient deployment on low-resource devices<\/a>\u201d.<\/span> In:<\/span> Journal of Big Data (2024).<\/span><\/em><\/li>\n
  15. Jia, H, Kwon, YD, <\/span>Orsino, A<\/span><\/strong>, Dang, T, Talia, D, Mascolo, C, \u201cTinyTTA: Efficient Test-time Adaptation for Edge Devices via Early-exit Ensembles<\/a>\u201d.<\/span> In:<\/span> Advances in Neural Information Processing Systems 37 (NeurIPS). 2024.<\/span><\/em><\/li>\n
  16. Talia, D, Trunfio, P, Marozzo, F, Belcastro, L, Cantini, R, <\/span>Orsino, A<\/span><\/strong>, \u201cProgramming Big Data Applications: Scalable Tools and Frameworks for Your Needs<\/a>\u201d.<\/span> ISBN: 978-1-80061-504-5.<\/span> (2024).<\/span><\/em>
    \n

    2023<\/h2>\n<\/li>\n
  17. Belcastro, L, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, \u201cUsing the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility<\/a>\u201d.<\/span> In:<\/span> 2023 31st Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP). 2023.<\/span><\/em><\/li>\n
  18. Belcastro, L, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, \u201cEdge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning<\/a>\u201d.<\/span> In:<\/span> IEEE Access (2023).<\/span><\/em><\/li>\n
  19. Cantini, R, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, \u201cDeep Learning meets Smart Agriculture: using LSTM Networks to handle anomalous and missing sensor data in the Compute Continuum<\/a>\u201d.<\/span> In:<\/span> Device-Edge-Cloud Continuum – Paradigms, Architectures and Applications. 2023.<\/span><\/em><\/li>\n
  20. Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Trunfio, P, Talia, D, \u201cScaling machine learning at the edge-cloud: a distributed computing perspective<\/a>\u201d.<\/span> In:<\/span> 19th Annual International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT 2023). 2023.<\/span><\/em><\/li>\n
  21. Orsino, A<\/span><\/strong>, Cantini, R, Marozzo, F, \u201cEvaluating the performance of a multimodal speaker tracking system at the edge-to-cloud continuum<\/a>\u201d.<\/span> In:<\/span> Device-Edge-Cloud Continuum – Paradigms, Architectures and Applications. 2023.<\/span><\/em>
    \n

    2022<\/h2>\n<\/li>\n
  22. Belcastro, L, Cantini, R, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, \u201cProgramming big data analysis: principles and solutions<\/a>\u201d.<\/span> In:<\/span> Journal of Big Data (2022).<\/span><\/em><\/li>\n
  23. Belcastro, L, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, \u201cHybrid edge\/cloud solutions for supporting autonomous vehicles<\/a>\u201d.<\/span> In:<\/span> Autonomous Vehicles and Systems. 2022.<\/span><\/em><\/li>\n
  24. Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, \u201cEdge Computing Solutions for Distributed Machine Learning<\/a>\u201d.<\/span> In:<\/span> 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress. 2022.<\/span><\/em>
    \n

    2021<\/h2>\n<\/li>\n
  25. Cantini, R, Marozzo, F, <\/span>Orsino, A<\/span><\/strong>, Talia, D, Trunfio, P, \u201cExploiting machine learning for improving in-memory execution of data-intensive workflows on parallel machines<\/a>\u201d.<\/span> In:<\/span> Future Internet (2021).<\/span><\/em><\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"

    View by Type \u2192 To appear Belcastro, L, Gabriele, N, Marozzo, F, Orsino, A, Talia, D, Trunfio, P, Badia, RM,[…]<\/p>\n","protected":false},"author":9,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=\/wp\/v2\/pages\/185"}],"collection":[{"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=185"}],"version-history":[{"count":17,"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=\/wp\/v2\/pages\/185\/revisions"}],"predecessor-version":[{"id":337,"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=\/wp\/v2\/pages\/185\/revisions\/337"}],"wp:attachment":[{"href":"https:\/\/scalab.dimes.unical.it\/orsino\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=185"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}