[CFP] - Trustworthy and Collaborative Artificial Intelligence (TCAI) Workshop 2025

[Burcu Sayin]

[Apologies for multiple postings]

Trustworthy and Collaborative Artificial Intelligence Workshop 2025 @ HHAI 2025

 

Research Topics

The Trustworthy and Collaborative Artificial Intelligence workshop aims to explore the dynamic interplay between humans and AI systems, emphasizing the principles and practices that foster trustworthy and effective human-AI collaboration. As AI systems increasingly permeate various aspects of our lives, their design and deployment must align with human values to ensure these AI systems are ethical, trustworthy, and effective.

We seek contributions bridging the gap between machine intelligence and human understanding, e.g., through explainable AI techniques, and how machine learning paradigms - e.g., selective prediction, active learning, and learning to defer - can optimize shared decision-making. We also welcome solutions integrating human-AI monitoring protocols and interactive machine learning. Finally, we encourage insights from user studies and the design of collaborative frameworks that enhance trustworthiness and robustness in human-AI interaction. In brief, our goal is to promote discussion and development of hybrid systems that adapt to evolving contexts while maintaining transparency and trust, augmenting human capabilities and respecting human agency.

Topics of Interest

• Cognitive aspects in Human-AI Interaction
• Ethical aspects in Human-AI Interaction
• Legal aspects in Human-AI Interaction
• Human-AI Interaction Through Explanations
• Learning to Defer
• Learning to Reject
• Selective Prediction
• Active Learning
• Human-centered methods for machine learning
• AI alignment
• Human-AI monitoring protocols
• Hybrid decision-making systems
• Trustworthy AI
• Collaborative and Cooperative AI
• Interactive Machine Learning
• User studies
• Robustness of Human-AI interaction

Submission Guidelines

We welcome three kinds of submissions: full papers, short papers and published papers (non-archival).

Full and short papers should follow the CEUR submission guidelines, using a single-column format.

        • Full-paper submissions have at least 10 "standard" pages (plus unlimited references), presenting work-in-progress results and ideas.

        • Short-paper submissions are between 5-9 "standard" pages (plus references) and can be exploratory in nature or contain preliminary ideas.

Both types of papers will be included in the workshop proceedings. Authors can opt out and flag their papers as non-archival upon submission. 

We also welcome accepted papers published in peer-reviewed conferences or journals. These papers will not undergo the review process but will be evaluated by the Workshop Chairs based on their topic and suitability for the workshop. Moreover, they will not be included in the workshop proceedings.

All accepted papers will be publicly available on the workshop website. The PC's recommendations and the presentations' fit to the workshop topics will determine the selection of oral presentations.

Important Dates

The deadlines are as follows:

• Submission Opens: March 15th - link to be added soon, please visit the website of the workshop: https://tcai2025.isti.cnr.it
• Submission Deadline: April 11th, 2025
• Notification of Acceptance: May 1st, 2025
• Camera-ready Deadline: May 15th, 2025
• Workshop Date: June 9-10th, 2025