Posters presented at the 4th TAILOR conference

1. Towards Human-Centric AI Companions in Healthcare: Integrating Theory of Mind for Efficient and Trustworthy Collaborative Decision-Making

Andra Cristiana Minculescu, Wico Mulder, Harmen de Weerd (TNO)

2. Tailored Logic Explained Network for Explainable Malware Detection

Peter Anthony, Francesco Giannini, Michelangelo Diligenti, Martin Homola, Marco Gori, Stefan Balogh, and Jan Mojzis (Comenius University in Bratislava/Slovak.AI)

3. RecViT: Enhancing Vision Transformer with Top-Down Information Flow

Štefan Pócoš, Iveta Bečková, Igor Farkaš (slovak.AI/Comenius University Bratislava)

4. [CF] Meta-Path Learning for Multi-relational Graph Neural Networks  

Francesco Ferrini, Antonio Longa, Andrea Passerini, Manfred Jaeger (Univeristy of Trento)

5. R2Net AI Research & Mental Well-Being

Nicolo’ Brandizzi (Fraunhofer IAIS, Sapienza University of Rome)

6. Planning with a Learned Policy Basis to Optimally Solve Complex Tasks

David Kuric, Guillermo Infante, Vicenç Gómez, Anders Jonsson, Herke van Hoof (Universitat Pompeu Fabra)

7. Neuro-Guided Graph Expansion for Symbolic Regression

Krzysztof Krawiec, Piotr Wyrwiński (Poznan University of Technology)

8. Natural language explanations of recommendations using coherent text opinions

Jerzy Stefanowski, Mateusz Lango and Jakub Raczynski (Poznan University of Technology)

9. Multi-Objective AutoML: Towards Accurate and Robust Neural Networks

Matthias Konig, Annelot Bosman, Jan van Rijn, Holger Hoos (LIACS, Leiden University)

10. Learning to learn without forgetting using attention CF

Anna Vettoruzzo, Joaquin Vanschoren, Mohamed-Rafik Bouguelia, Thorsteinn Rögnvaldsson (Halmstad University)

11. [CF] Investigating Meta Modelling Languages with the aim to better characterize the hidden semantics in Knowledge Graphs

Zekeri Adams (Comenius university)

12. Fostering Appropriate Trust in Predictive Policing AI Systems

Siddharth Mehrotra, Folkert van Delden, Eva Bittner, Ujwal Gadiraju, Catholijn Jonker, and Myrthe Tielman (TU Delft)

13. Explainable Malware Detection Activity Report of TAILOR WP3.1 Coordinated Action

Peter Anthony, Štefan Balogh, Claudia d’Amato Franco Alberto Cardillo, Franca Debole, Martin Homola, Ján Kľuka, Umberto Straccia, Alexander Šimko, Peter Švec, Daniel Trizna (Comenius University in Bratislava / Slovak.AI)

14. Estimating spatial uncertainty in visual perception based on machine learning

Piotr Skrzypczynski, Tomasz Nowak (Poznan University of Technology)

15. Enhancing Authenticity Verification with Transfer Learning and Ensemble Techniques in Facial Feature-Based Deepfake Detection

Nadeem Qazi (University of East London)

16. ENFIELD: European Lighthouse to Manifest Trustworthy and Green AI

Pankaj Pandey (Norwegian University of Science and Technology)

17. Domain-Aware Machine Learning for Population Health Prediction

Jiangtao Wang (Conventry University)

18. DeiSAM: Segment Anything with Deictic Prompting

Hikaru Shindo, Manuel Brack, Gopika Sudhakaran, Devendra Singh Dhami, Patrick Schramowski, Kristian Kersting (TU Darmstadt)

19. Comprehensive and intelligent analysis for precision medicine applied to brain tumors

Jose Carlos Sola Verdú (AIJU)

20. [CF] Leveraging Social Agents as Mediators to Foster Trust and Comprehension of Affective Engagement with Digital Content

Sergio Muñoz (Universidad Politécnica de Madrid)

21. Automated Design of Linear Bounding Functions for Sigmoidal Nonlinearities in Neural Networks

Matthias König, Xiyue Zhang, Holger Hoos, Marta Kwiatkowska, Jan van Rijn (Leiden University)

22. An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation

Zakaria A. Dahi, Francisco Chicano and Gabriel Luque (French National Institute of Research in Informatics and Automation)

23. A Strategic Analysis of Prepayments in Financial Credit Networks

Hao Zhou, Yongzhao Wang, Konstantinos Varsos, Nicholas Bishop, Rahul Savani, Anisoara Calinescu, Michael Wooldridge (University of Oxford)

24. A Preliminary Study to Examining Per-Class Performance Bias via Robustness Distributions

Annelot W. Bosman, Anna L. Münz, Holger H. Hoos, and Jan N. van Rijn (RWTH Aachen University)

25. A Card-based Agentic Framework for Supporting Trustworthy AI

Mattheos Fikardos, Katerina Lepenioti, Dimitris Apostolou, Gregoris Mentzas (ICCS, National Technical University of Athens)

26. [CF] Batch Sampling for Experience Replay

Andrii Krutsylo (Polish Academy of Sciences)

27. Self-supervised Learning of Tokenized Representations for Raven Progressive Matrices

Jakub Kwiatkowski, Krzysztof Krawiec (Poznan University of Technology)

28. Optimize and coordinate multiple DMPs under constraints to achieve a collaborative manipulation task

Ali H. Kordia, Francisco S. Melo (Instituto Superior Técnico & Inesc-id, GAIPS)

29. Optimising Communication Overhead in Federated Learning Using NSGA-II

José Ángel Morell, Zakaria Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba (University of Malaga)

30. On the Variation of Max Regret with respect to the Scaling of the Objectives

Nic Wilson (University College Cork)