Previous Workshops

This page archives earlier editions of the Identity-Aware AI workshop series (programs, proceedings, and related materials).

Identity-Aware AI 2025 (ECAI 2025, Bologna, Italy)

• Title: Identity-Aware AI 2025: Ethical and Technical Challenges for Identity-Aware AI
  (archived workshop page: aclweb.org portal entry)
• Date & venue: Bologna, Italy — co-located with ECAI 2025
  (proceedings page lists: October 28, 2025; see: CEUR-WS Vol-4136)
• Proceedings: Joint Proceedings of “Identity-aware AI” and “Awareness in Learning Agents 2025”, CEUR-WS Vol-4136
  (official link: https://ceur-ws.org/Vol-4136/)
• Submission system (archival): Call for Papers page on EasyChair (for reference)
  (see: EasyChair CfP)

Table of contents (Identity-aware AI 2025)

• Summary (from the proceedings preface): 16 submissions; 13 accepted (12 regular + 1 short).
  (see: CEUR-WS Vol-4136)

Invited Talks (IAAI)

• From Opportunity to Compliance: the AEQUITAS Framework for Fair AI — Roberta Calegari (University of Bologna)
• Robust Learning Methods for Uncertain Data: from Imprecision to Perspectivism — Andrea Campagner (University of Milano-Bicocca)
  (source: CEUR-WS Vol-4136)

Main session (IAAI)

• A Fair and Personalized Dementia Prediction Framework Using Longitudinal and Demographic Data from South Korea — Hong-Woo Chun, Lee-Nam Kwon, Hyeonho Shin, SungWha Hong, Jae-Min Lee
• From Perceived Effectiveness to Measured Impact: Identity-Aware Evaluation of Automated Counter-Stereotypes — Svetlana Kiritchenko, Anna Kerkhof, Isar Nejadgholi, Kathleen C. Fraser
• MetaRAG: Metamorphic Testing for Hallucination Detection in RAG Systems — Channdeth Sok, David Luz, Yacine Haddam
• Who are you, ChatGPT? Personality and Demographic Style in LLM-Generated Content — Dana Sotto Porat, Ella Rabinovich
• On the Interplay between Musical Preferences and Personality through the Lens of Language — Eliran Shem-Tov, Ella Rabinovich
• Political Bias in Large Language Models: A Case Study on the 2025 German Federal Election — Buket Kurtulus, Anna Kruspe
• Identity by Design? Evaluating Gender Conditioning in LLM-Generated Agent Identity Profiles — Mattia Rampazzo, Saba Ghanbari Haez, Patrizio Bellan, Simone Magnolini, Leonardo Sanna, Mauro Dragoni
• Testing LLMs’ Sensitivity to Sociodemographics in Offensive Speech Detection — Lia Draetta, Soda Marem Lo, Samuele D’Avenia, Valerio Basile, Rossana Damiano
• IntersectionRE: Mitigating Intersectional Bias in Relation Extraction Through Coverage-Driven Augmentation — Amirhossein Layegh, Amir H. Payberah, Mihhail Matskin
• Identity-Aware Large Language Models require Cultural Reasoning — Alistair Plum, Anne-Marie Lutgen, Christoph Purschke, Achim Rettinger
• Visual Stereotypes of Autism Spectrum in Janus-Pro-7B, DALL-E, Stable Diffusion, SDXL, FLUX, and Midjourney — Maciej Wodziński, Marcin Rządeczka, Anastazja Szuła, Kacper Dudzic, Marcin Moskalewicz
• Trustworthy AI Through Dual-Role Reasoning: Ethical, Legal, and Psychological Internal Critique — Chengheng Li-Chen, Antonio Lobo-Santos, Marc Serramia, Maite Lopez-Sanchez (source: CEUR-WS Vol-4136)