{"id":148347,"date":"2025-05-12T14:05:41","date_gmt":"2025-05-12T14:05:41","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/francesco-giannini-186445-en\/"},"modified":"2026-04-01T04:41:12","modified_gmt":"2026-04-01T02:41:12","slug":"francesco-giannini-186445-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/","title":{"rendered":"Francesco Giannini"},"content":{"rendered":"<p>Ricercatore a tempo determinato L.240\/2010  &#8211; Dipartimento di Informatica | Email: francesco.giannini@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"186445","unipi-persone-nome":"Francesco","unipi-persone-cognome":"Giannini","unipi-persone-email":"francesco.giannini@unipi.it","unipi-persone-cv":"","unipi-persone-link-esterno-cv":"https:\/\/sailab.diism.unisi.it\/wp-content\/uploads\/2021\/04\/cv-Giannini-ita.pdf","unipi-persone-modalita-ricevimento":"","unipi-persone-luogo-ricevimento":"","unipi-persone-ore-ricevimento":"","unipi-persone-telefono":"","unipi-persone-sitoweb":"https:\/\/www.francescogiannini.eu\/","unipi-persone-cariche":"","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=059568","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=059568&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Informatica INFO-01\/A","unipi-persone-ruolo":"Ricercatore a tempo determinato L.240\/2010 ","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp260664","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347020\" target=\"_blank\" rel=\"noopener noreferrer\">Interpretable Link Prediction via\u00a0Neural-Symbolic Reasoning<\/a> <span class=\"pub-details\">(Ontiveros, R. C.; Bonabi Mobaraki, E.; Giannini, F.; Barbiero, P.; Gori, M.; Diligenti, M. - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1328567\" target=\"_blank\" rel=\"noopener noreferrer\">Mathematical Foundation of\u00a0Interpretable Equivariant Surrogate Models<\/a> <span class=\"pub-details\">(Colombini, Jacopo Joy; Bonchi, Filippo; Giannini, Francesco; Giannotti, Fosca; Pellungrini, Roberto; Frosini, Patrizio - 2026 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347039\" target=\"_blank\" rel=\"noopener noreferrer\">COUNTERFACTUAL CONCEPT BOTTLENECK MODELS<\/a> <span class=\"pub-details\">(Dominici, G.; Barbiero, P.; Giannini, F.; Gjoreski, M.; Marra, G.; Langheinrich, M. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347022\" target=\"_blank\" rel=\"noopener noreferrer\">Grounding Methods for Neural-Symbolic AI<\/a> <span class=\"pub-details\">(Ontiveros, R. C.; Giannini, F.; Gori, M.; Marra, G.; Diligenti, M. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347005\" target=\"_blank\" rel=\"noopener noreferrer\">Distilling KGE black boxes into interpretable NeSy models<\/a> <span class=\"pub-details\">(Castellano Ontiveros, R.; Giannini, F.; Diligenti, M. - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347000\" target=\"_blank\" rel=\"noopener noreferrer\">Relational reasoning networks<\/a> <span class=\"pub-details\">(Marra, Giuseppe; Diligenti, Michelangelo; Giannini, Francesco - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1337907\" target=\"_blank\" rel=\"noopener noreferrer\">Benchmarking in\u00a0Neuro-Symbolic AI<\/a> <span class=\"pub-details\">(Manhaeve, Robin; Giannini, Francesco; Ali, Mehdi; Azzolini, Damiano; Bizzarri, Alice; Borghesi, Andrea; Bortolotti, Samuele; De Raedt, Luc; Dhami, Devendra; Diligenti, Michelangelo; Dumancic, Sebastijan; Faltings, Boi; Gentili, Elisabetta; Gerevini, Alfonso; Gori, Marco; Guns, Tias; Homola, Martin; Kersting, Kristian; Lehmann, Jens; Lombardi, Michele; Lorello, Luca; Marconato, Emanuele; Melacci, Stefano; Passerini, Andrea; Paul, Debjit; Riguzzi, Fabrizio; Teso, Stefano; Yorke-Smith, Neil; Lippi, Marco - 2025 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347046\" target=\"_blank\" rel=\"noopener noreferrer\">Relational Concept Bottleneck Models<\/a> <span class=\"pub-details\">(Barbiero, Pietro; Giannini, Francesco; Ciravegna, Gabriele; Diligenti, Michelandelo; Marra, Giuseppe - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347043\" target=\"_blank\" rel=\"noopener noreferrer\">AnyCBMs: How to Turn Any Black Box into a Concept Bottleneck Model<\/a> <span class=\"pub-details\">(Dominici, G.; Barbiero, P.; Giannini, Francesco; Gjoreski, M.; Langeinrich, M. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347035\" target=\"_blank\" rel=\"noopener noreferrer\">Interpretable Concept-Based Memory Reasoning<\/a> <span class=\"pub-details\">(Debot, D.; Barbiero, P.; Giannini, F.; Ciravegna, G.; Diligenti, M.; Marra, G. - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347032\" target=\"_blank\" rel=\"noopener noreferrer\">Logically explainable malware detection<\/a> <span class=\"pub-details\">(Anthony, Peter; Giannini, Francesco; Diligenti, Michelangelo; Gori, Marco; Homola, Martin; Balogh, Stefan; Moj\u017ei\u0161, J\u00e1n - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347009\" target=\"_blank\" rel=\"noopener noreferrer\">Workshop on Human-Interpretable AI<\/a> <span class=\"pub-details\">(Ciravegna, Gabriele; Espinosa Zarlenga, Mateo; Barbiero, Pietro; Giannini, Francesco; Shams, Zohreh; Garreau, Damien; Jamnik, Mateja; Cerquitelli, Tania - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347002\" target=\"_blank\" rel=\"noopener noreferrer\">Categorical Foundation of\u00a0Explainable AI : a Unifying Theory<\/a> <span class=\"pub-details\">(Giannini, Francesco; Fioravanti, Stefano; Barbiero, Pietro; Tonda, Alberto; Li\u00f2, Pietro; Di Lavore, Elena - 2024 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347042\" target=\"_blank\" rel=\"noopener noreferrer\">Interpretable Neural-Symbolic Concept Reasoning<\/a> <span class=\"pub-details\">(Barbiero, P.; Ciravegna, G.; Giannini, F.; Zarlenga, M. E.; Magister, L. C.; Tonda, A.; Lio, P.; Precioso, F.; Jamnik, M.; Marra, G. - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347040\" target=\"_blank\" rel=\"noopener noreferrer\">Linguistic Feature Injection for Efficient Natural Language Processing<\/a> <span class=\"pub-details\">(Fioravanti, S.; Zugarini, A.; Giannini, F.; Rigutini, L.; Maggini, M.; Diligenti, M. - 2023 - 4.1 Contributo in Atti di convegno)<\/span><\/li><\/ul>","unipi-persone-didattica":"","unipi-persone-codocenze":"<h4 class=\"mt-2\">Incarichi di co-docenza in moduli\/insegnamenti<\/h4><ul><li>Blockchain, Cryptocurrencies, and Ai (Cod. 800AA) per Laurea Magistrale in Diritto dell&#039;innovazione per l&#039;impresa e le istituzioni<\/li><li>Statistics For Data Science (Cod. 628PP) per Laurea Magistrale in Data science and business informatics<\/li><\/ul>","unipi-persone-interessi-ricerca":"","_wpml_word_count":"16","_last_translation_edit_mode":"translation-editor","_elementor_page_assets":[]},"organizzazioni":[3668],"class_list":["post-148347","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-informatica-489999-en"],"email":"francesco.giannini@unipi.it","telefono":null,"content_plain":"Ricercatore a tempo determinato L.240\/2010  &#8211; Dipartimento di Informatica | Email: francesco.giannini@unipi.it","photo_url":null,"ruoli_tags":[{"id":766,"name":"RD","slug":"rd"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Francesco Giannini ~ UNIPI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Francesco Giannini ~ UNIPI\" \/>\n<meta property=\"og:description\" content=\"Ricercatore a tempo determinato L.240\/2010 &#8211; Dipartimento di Informatica | Email: francesco.giannini@unipi.it\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/\" \/>\n<meta property=\"og:site_name\" content=\"UNIPI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/unipisaofficial\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-01T02:41:12+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/\",\"url\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/\",\"name\":\"Francesco Giannini ~ UNIPI\",\"isPartOf\":{\"@id\":\"https:\/\/www.unipi.it\/en\/#website\"},\"datePublished\":\"2025-05-12T14:05:41+00:00\",\"dateModified\":\"2026-04-01T02:41:12+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\",\"item\":\"https:\/\/www.unipi.it\/en\/home\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Francesco Giannini\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.unipi.it\/en\/#website\",\"url\":\"https:\/\/www.unipi.it\/en\/\",\"name\":\"UNIPI\",\"description\":\"UNIPI\",\"publisher\":{\"@id\":\"https:\/\/www.unipi.it\/en\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.unipi.it\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.unipi.it\/en\/#organization\",\"name\":\"UNIPI\",\"url\":\"https:\/\/www.unipi.it\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg\",\"contentUrl\":\"https:\/\/www.unipi.it\/wp-content\/uploads\/Raggruppa-3020.svg\",\"width\":176,\"height\":64,\"caption\":\"UNIPI\"},\"image\":{\"@id\":\"https:\/\/www.unipi.it\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/unipisaofficial\/\",\"https:\/\/www.instagram.com\/unipisa\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Francesco Giannini ~ UNIPI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/francesco-giannini-186445-en\/","og_locale":"en_US","og_type":"article","og_title":"Francesco Giannini ~ UNIPI","og_description":"Ricercatore a tempo determinato L.240\/2010 &#8211; 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