News

May 25, I won the ICDE 2025 Best PC Award!
May 25, our investigation on the adoption of Kolmogorov-Arnold Networks for spoken language understanding was accepted at Interspeech 2025!
May 25, our study for detecting and mitigating challenges in zero-shot video summarization with Video LLMs in collaboration with Amazon Science was accepted at ACL 2025 (Findings);
May 25, our privacy preserving data selection approach for bias mitigation in speech models in collaboration with Amazon Science will be presented in July at the ACL 2025 Industry Track;
May 25, in my course on Explainable and Trustworthy AI we had a series of great XAI seminars by Alan Perotti, José Oramas and Riccardo Renzulli!
Apr 25, our hands-on tutorial on Concept-Based Explainable AI and Mechanistic Interpretability in collaboration with CENTAI was asccepted at KDD 2025! See you in Toronto!
Apr 25, I received a SIGMOD 2025 Distinguished Reviewer Award!
Mar 25, our tutorial on Concept-based Explainability was accepted for ECML PKDD 2025! See you in Porto!
Feb 25, in our TASLP paper, we show how to mitigate subgroup disparities in speech models
Feb 25, I was a member of the jury of the PhD Thesis defence of Hamed Behzadi-Khormouji working under the supervision of prof. José Oramas from University of Antwerp;
Nov 24, our paper for detecting interpretable subgroup drifts was accepted at KDD 2025!
Sep 24, I am a Visiting Scholar at the University of California Santa Cruz (USCS) for the next quarter! I will work in the research group of Luca de Alfaro;
Aug 24, we are investigating KANs: we benchmarked them on tabular data and analyzes their integration into U-Net (U-KAN) to segment crop fields using satellite images;
Jun 24, our contrastive learning approach to mitigate bias in speech models was accepted at Interspeech 2024!
Jun 24, I presented our works on detecting and mitigating subgroup disparities in speech models at SEBD 2024;
May 24, in my course on Explainable and Trustworthy AI we had a series of great XAI seminars by Gabriele Sarti, Michael Hanna and Riccardo Crupi!
Apr 24, our work Intersectional fair ranking via subgroup divergence was accepted at the Data Mining and Knowledge Discovery journal. I will present the work at ECML-PKDD 2024;
Mar 24, I will co-organize the 6th eXplainable Knowledge Discovery in Data Mining (XKDD) Workshop at ECML-PKDD 2024!;
Mar 24, I am the course holder of the new course on Explainable and Trustworthy AI at Politecnico di Torino;
Feb 24, our work on explaining court judgment prediction using legal entities was accepted at Artificial Intelligence and Law journal;
Feb 24, our work on systematic subgroup divergence of SLU models got accepted at TASLP. Joint work with Amazon Alexa AI;
Jan 24, our explanation method to interpret speech classification models was accepted at EACL 2024;
Jan 24, I am the publicity co-chair of KDD 2024!;
Dec 23, we released our survey on Concept-based XAI !
Dec 23, I co-organize the IEEE Workshop on Big Data Analytic in Healthcare workshop;
Dec 23, two papers accepted at ICASSP 2024! One paper focues on target data acquistion in speech model, the other on lyrics-to-music generation;
Dec 23, our paper on fairness in federated learning was accepted at AAAI 2024!;
Nov 23, I am the PhD co-advisor of Eleonora Poeta! She will work on Safe and Trustworthy AI;