Second FAIR Workshop on Human-Centered AI

Program

Registration

Come get your badge at the registration desk! If you have one, come set up your poster.

Aula Magna 08:30 09:00
Welcome and introduction Giuseppe Iannaccone, Prorettore Vicario UniPI Marco Conti, Presidente CTS FAIR Paolo Maria Mancarella, Direttore Dipartimento di Informatica, UniPI Luigi Ambrosio, Direttore Scuola Normale Superiore Roberto Scopigno, Direttore ISTI-CNR Andrea Passarella, Direttore IIT-CNR Dino Pedreschi, Coordinatore Spoke 1 FAIR - Human-centered AI
Aula Magna 09:00 09:30
Session 1: Explainable AI for synergistic human-AI collaboration Fosca Giannotti Riccardo Guidotti
1 Aula Magna 09:30 10:30
ABEL: An Empathetic & Cognition-Aware Interactive AI Federico Galatolo Lorenzo Cominelli
1 1 Aula Magna 09:40 10:00
Transparent AI for healthcare Salvatore Rinzivillo Mario Giovanni Cosimo Antonio Cimino
1 1 Aula Magna 09:40 10:00
Bocsor Antonio Luca Alfeo
1 1 Aula Magna 09:40 10:00
FlocalX Mattia Setzu
1 1 Aula Magna 09:40 10:00
Illume Simone Piaggesi
1 1 Aula Magna 09:40 10:00
Coffee break
10:30 11:00
Session 2: System 1 and System 2: Machine Learning and Reasoning Salvatore Ruggieri Umberto Straccia
2 Aula Magna 11:00 12:00
Explainable neuro-symbolic systems Andrea Pugnana Francesco Giannini
2 1 Aula Magna 09:40 10:00
Exploiting non-standard analysis to empower deep neural networks and reinforcement learning Marco Cococcioni Lorenzo Fiaschi
2 1 Aula Magna 09:40 10:00
Mathematical structures in learning models Marco Romito Aikaterini Papagiannouli
2 1 Aula Magna 09:40 10:00
Session 3: Human-centered Lifelong Learning for Complex Data Alessio Micheli Fabrizio Sebastiani
3 Aula Magna 12:00 13:00
XAI of graph neural networks Marco Podda
2 1 Aula Magna 09:40 10:00
Limitations of vision-language models in object detection and counting Nicola Messina
2 1 Aula Magna 09:40 10:00
Investigating the semantic abilities and limits of LLMs Martina Miliani
2 1 Aula Magna 09:40 10:00
Lunch break
13:00 14:00
Session 4: Human-AI Socio-Technical Complex Systems Chiara Boldrini Dino Pedreschi
4 Aula Magna 14:00 15:00
Y Social: an LLM-powered Social Media Digital Twin Erica Cau
2 1 Aula Magna 09:40 10:00
What drives AI politicisation? AI debates during 2024 EP elections Silvia Keeling
2 1 Aula Magna 09:40 10:00
Still in the loop: how auditors navigate the AI paradox. Federica De Santis
2 1 Aula Magna 09:40 10:00
The key role of workers' participation in the regulation of AI. Caterina Pareo
2 1 Aula Magna 09:40 10:00
Alternative routing and emissions in human mobility Giuliano Cornacchia
2 1 Aula Magna 09:40 10:00
Signed networks from temporal series and social media data Jack Tacchi Marzio Di Vece
2 1 Aula Magna 09:40 10:00
The academic partners of the Spoke
Aula Magna 15:00 17:00
Co-XAI: Cognitive Sciences meet Explainable AI. Giuseppe Riva
Aula Magna 09:40 10:00
AI in the World of NARNIAN Marco Gori Stefano Melacci
Aula Magna 09:40 10:00
Collaborative Explainable neuro-symbolic AI for Decision Support Assistant. Paolo Nesi
Aula Magna 09:40 10:00
Statistical Methods & Reduction Techniques for learning from COmplex, STRUCTured data: progress and recent developments. Andrea Vandin Francesca Chiaromonte
Aula Magna 09:40 10:00
MaPLe: Mathematical and Physical approaches to innovative Machine Learning technologies. Stefania Bellavia
Aula Magna 09:40 10:00
Multi-Scale Node Embeddings for Graph Reconstruction and Generation Diego Garlaschelli
Aula Magna 09:40 10:00
The FAIR innovation grants
Aula Magna 17:00 18:00
Intesa San Paolo @ FAIR: Human-centered AI frameworks for high-risk financial applications Paolo Baracco Francesca Placenti Laura Castello
Aula Magna 09:40 10:00
Deloitte @ FAIR Rosa Pia Devanna Davide Zicca
Aula Magna 09:40 10:00
Poster session and aperitif
Aula Magna 18:00 19:30
Session 5: Decentralized, cooperative learning Francesco Marcelloni Raffaele Perego
5 Aula Magna 09:00 10:00
Resilience of Decentralized Learning to Low-quality Data Samuele Sabella
5 1 Aula Magna 09:40 10:00
Efficient Retrieval over Learned Sparse Representations Cosimo Rulli
5 1 Aula Magna 09:40 10:00
Consistent Post-Hoc Explainability in Federated Learning Fabrizio Ruffini
5 1 Aula Magna 09:40 10:00
Dynamic Hard Pruning of Neural Networks on Resource-Constrained Devices Lorenzo Valerio
5 1 Aula Magna 09:40 10:00
Session 6: Co-design methodologies for trustworthiness by-design Anna Monreale Adriano Fabris
6 Aula Magna 10:00 11:00
Towards a Relational Ethics in AI. The Problem of Agency, The Search for Common Principles, the Pairing of Human and Artificial Agents Elio Grande
2 1 Aula Magna 09:40 10:00
Analyzing Cultural Traits, Values and Ethical Postures in LLM Outputs via Personae and Ideal Types Emanuele Fulvio Perri
2 1 Aula Magna 09:40 10:00
Neural networks in closed-loop systems: Verification using interval arithmetic and formal prover Cinzia Bernardeschi
2 1 Aula Magna 09:40 10:00
PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning Luca Corbucci
2 1 Aula Magna 09:40 10:00
Coffee break
11:00 11:30
Session 7: Empirical studies and pilots of human centered AI Francesco Marcelloni Salvatore Ruggieri
7 Aula Magna 11:30 13:00
How can generative AI help physicists? Andrea Rizzi
2 1 Aula Magna 09:40 10:00
Hi Abel, how are you?” Interacting with a social robot by means of an LLM-based cognitive architecture Francesco Bossi
2 1 Aula Magna 09:40 10:00
Engineering Relationship Recognition and Extraction Vito Giordano
2 1 Aula Magna 09:40 10:00
Urban Archaeology: AI-controlled robotic arm for classification and selection of archaeological ceramic fragments Gabriele Gattiglia
2 1 Aula Magna 09:40 10:00
Pancreatic ductal adenocarcinoma study with Explainable AI Roberto Pellungrini
2 1 Aula Magna 09:40 10:00
Geospatial Artificial Intelligence and urban mobility: Predictive modeling and spatial data accuracy Antonello Romano
2 1 Aula Magna 09:40 10:00
Fake News: from Detection to Psychologically-tailored Debunking Lucia Passaro
2 1 Aula Magna 09:40 10:00
Lunch break
13:00 14:00
The Transversal Projects of the Spoke
Aula Magna 14:00 15:30
Frontiers of Machine Learning - Lifelong Learning Davide Bacciu
Aula Magna 09:40 10:00
The Minerva LLM family: why it's needed and what's next Roberto Navigli
Aula Magna 09:40 10:00
Legal and Ethical Design of Trustworthy AI Systems Giulia Olivato
Aula Magna 09:40 10:00
Learning and Reasoning from Individual to Communities to Society Fosca Giannotti Luca Pappalardo
Aula Magna 09:40 10:00
Perspectives of the young researchers of the Spoke
Flashlight presentations of FAIR's early stage researchers (RTDA), postdocs (assegnisti di ricerca) and PhD students. A collective, colourful account of cutting-edge research on Human-centered AI and a glimpse on its future.
Speakers: Domenico Tortorella, Andrea Beretta, Elisa Paperini, Mattia Setzu, Lorenzo Fiaschi, Francesco Giannini, Fabrizio Ruffini, Samuele Sabella, Matteo Gregorini, Andrea Pugnana, Caterina Pareo, Elio Grande
Aula Magna 15:30 17:15
Concluding remarks Dino Pedreschi Francesco Marcelloni
Aula Magna 17:15 17:30
Poster session and aperitif
Aula Magna 17:30 18:30