Jekyll2026-04-14T18:51:29+00:00https://giovannistilo.eu/feed.xmlProf. Giovanni StiloProfessor of Computer Science at Luiss University of Rome. Expert in Artificial Intelligence, Machine Learning, Explainable AI, Graph Counterfactual Explanations, Machine Unlearning, and Algorithmic Fairness.Giovanni StiloWIPE-OUT 2026 Workshop Accepted at ECML-PKDD 20262026-03-10T00:00:00+00:002026-03-10T00:00:00+00:00https://giovannistilo.eu/blog/2026/03/10/wipeout-2026-acceptedWe are happy to announce that our proposal on Workshop on Machine Unlearning and Privacy Preservation (WIPE-OUT 2026) has been accepted as a workshop at ECML-PKDD 2026, taking place on September 7, 2026 in Naples, Italy.

The workshop focuses on Machine Unlearning (MU), enabling selective removal of learned information from AI models without full retraining, addressing data privacy, bias mitigation, and regulatory compliance (GDPR, AI Act, CCPA, Bill C-27).

Topics span four areas: Foundations, Applications, Evaluation and Benchmarking, and Implications.

Workshop website

]]>Giovanni StiloWIPE-OUT Workshop Accepted at ECML-PKDD 20252025-03-23T00:00:00+00:002025-03-23T00:00:00+00:00https://giovannistilo.eu/blog/2025/03/23/wipeout-ecmlpkdd-2025We are happy to announce that our proposal on WIPE-OUT 2025 has been accepted as a workshop at ECML-PKDD 2025 in Porto, Portugal.

]]>Giovanni StiloTutorial on Graph Counterfactual Explainability Accepted at ECML-PKDD 20252025-03-22T00:00:00+00:002025-03-22T00:00:00+00:00https://giovannistilo.eu/blog/2025/03/22/ecmlpkdd-tutorial-gceWe are delighted to announce that our tutorial proposal has been accepted for presentation at ECML-PKDD 2025, scheduled in Porto, Portugal from 15 to 19 September 2025.

]]>Giovanni StiloInvited Talks at Technical University of Munich2024-07-11T00:00:00+00:002024-07-11T00:00:00+00:00https://giovannistilo.eu/blog/2024/07/11/tum-invited-talksWe are thrilled to announce that we visited the Technical University of Munich (TUM), collaborating with the Responsible Data Science group led by Prof. Gjergji Kasneci.

Two invited talks were delivered:

  • Prof. G. Stilo – “Bias, Fairness, and Explainability: Building Trust in AI Systems”
  • Andrea D’Angelo – “Machine Unlearning: Safeguarding Privacy and Security in AI Models”
]]>Giovanni StiloDELTA Workshop Accepted at KDD 20242024-03-22T00:00:00+00:002024-03-22T00:00:00+00:00https://giovannistilo.eu/blog/2024/03/22/delta-kdd-2024We are happy to announce that our proposal on Discovering Drift Phenomena in Evolving Landscape (DELTA 2024) has been accepted as a workshop at KDD 2024 in Barcelona, Spain.

]]>Giovanni StiloProfessor Giovanni Stilo Recognized Among Top 500 Most Influential Italians in AI2024-03-19T00:00:00+00:002024-03-19T00:00:00+00:00https://giovannistilo.eu/blog/2024/03/19/top-500-italian-aiWe are delighted to announce that Professor Giovanni Stilo has been recognized as one of the Top 500 Most Influential Italians in Artificial Intelligence (AI).

Professor Stilo has made significant contributions to AI through his research in Machine Learning, Explainable AI, Algorithmic Fairness, and Data Mining. His expertise spans Graph Neural Networks, Anomaly Detection, Temporal Mining, Social Network Analysis, Network Medicine, and Semantic Recommendation Systems.

Full coverage on La Repubblica

]]>Giovanni StiloTutorial and Lab on Graph Counterfactual Explainability Accepted at AAAI 20242023-10-24T00:00:00+00:002023-10-24T00:00:00+00:00https://giovannistilo.eu/blog/2023/10/24/aaai-2024-tutorial-labWe are delighted to announce that our proposals for both a tutorial and a lab have been accepted at AAAI-24, scheduled at the Vancouver Convention Centre from February 20 to 27, 2024.

]]>Giovanni StiloSurvey on Graph Counterfactual Explainability Accepted in ACM Computing Surveys2023-09-02T00:00:00+00:002023-09-02T00:00:00+00:00https://giovannistilo.eu/blog/2023/09/02/acm-survey-gceOur comprehensive survey on Graph Counterfactual Explanations has been accepted in ACM Computing Surveys. This work with Mario Alfonso Prado-Romero, Bardh Prenkaj, and Fosca Giannotti covers definitions, methods, evaluation, and research challenges in GCE.

Read the paper

]]>Giovanni StiloGRETEL Demo Paper Accepted at WSDM 20232023-03-02T00:00:00+00:002023-03-02T00:00:00+00:00https://giovannistilo.eu/blog/2023/03/02/gretel-wsdm-2023Mario presented a demo paper showcasing GRETEL, our framework for Graph Counterfactual Explainability, at WSDM 2023 in Singapore.

]]>Giovanni StiloAIIM with CLAIRE-AI at Euro DIG 20202020-06-12T00:00:00+00:002020-06-12T00:00:00+00:00https://giovannistilo.eu/blog/2020/06/12/claire-ai-eurodigCLAIRE AI COVID-19 Initiative presentation at Euro DIG 2020. Prof. G. Stilo presented CLAIRE task force on AI and COVID-19 and the main results of our group on bioinformatics at the European Dialogue on Internet Governance in The Hague.

Watch the event

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