26 October 2025 

Engineering School, University of Bologna

Room 3.6

9:00 - 9:10 

• Welcome

9:10 - 10:10

• Invited Talk: "Debating AI" (Speaker: Francesca Toni)

10:10 - 10:30

• Oral Presentation: “Am I Being Treated Fairly? A Conceptual Framework for Individuals to Ascertain Fairness“ (Authors: Juliett Suárez Ferreira, Marija Slavkovik, Jorge Casillas) (Speaker: Marija Slavkovik)

10:30 - 11:00

• Coffee Break

11:00 - 12:30

• Oral Presentation: "Adaptive XAI in High Stakes Environments: Modeling Swift Trust with Multimodal Feedback in Human AI Teams" (Authors: Nishani Fernando, Bahareh Nakisa, Adnan Ahmad, Mohammad Naim Rastgoo) (Speaker: Bahareh Nakisa)

• Oral Presentation: “Explaining Bayesian Networks Reasoning to the General Public: Insights from the User Study“ (Authors: Nikolay Babakov, Ehud Reiter, Alberto Bugarín-Diz) (Speaker: Alberto Bugarin-Diz)

• Oral Presentation: "Evaluating the Reliability of Large Language Model-Generated Explanations in Dialogue-Based XAI" (Authors: Isabel Feustel, Niklas Rach, Wolfgang Minker, Stefan Ultes) (Speaker: Isabel Feustel)

• Oral Presentation: "Influence of prior and task generated emotions on XAI explanation retention and understanding" (Authors: Birte Richter, Christian Schütze, Anna Aksonova, Julian Leichert, Britta Wrede) (Speaker: Julian Leichert)

12:30 - 14:00

• Lunch Break

14:00 - 15:00

• Invited Talk: "Privacy vs. Explainable AI: Must We Choose?" (Speaker: Anna Monreale)

15:00 - 15:30

• Oral Presentation: "On Modifying the Perception of a Neural Network" (Authors: Manuel de Sousa Ribeiro, Joao Leite) (Speaker: Manuel de Sousa Ribeiro)

15:30 - 16:00

• Coffee Break

16:00 - 17:10

• Oral Presentation: "Exploring Structural Brain Connectivity in Term and Preterm Infants with Explainable AI and Fuzzy Logic" (Authors: Katherine Birch, Alberto Durán-López, Daniel Bolaños-Martinez, Chandresh Pravin, Maria Bermudez-Edo, Roman Bauer, Suparna De) (Speaker: Katherine Birch)

• Oral Presentation: "Unimodal vs Multimodal Coupling in Emotion Recognition: An Explainable Framework using Physiological States and Transitions" (Authors: Anubhav Anubhav, Kantaro Fujiwara) (Speaker: Anubhav Anubhav)

• Oral Presentation: "XAI in Medical Image Report Generation: Unlocking Stress Testing as a Responsible AI Practice for Multimodal Models" (Authors: Flávia Carvalhido, Henrique Lopes Cardoso, Vitor Cerqueira, Carlos Soares) (Speaker: Flávia Carvalhido)

17:10 - 17:30

• Wrap-Up

Notes

• Registration opend on Saturday: 7:45

• Oral sessions include 15 min for presentations of each paper + 5 min for Q&A.

• Only weekend registration includes: Access to workshops; Coffee-breaks; Lunches during the workshops; Certificate of attendance

• In case you are also registered for the main conference, then your registration includes: Coffee-breaks; Lunches during the conference; Welcome cocktail on October 26 at Palazzo Re Enzo; Certificate of attendance; Access to all scientific sessions/exhibition area/ poster area; Guided Tour of Bologna on October 29

• Workshop Proceedings are available at https://ceur-ws.org/Vol-4061/