Publications

Artificial Intelligence • GenAI • Explainable AI • Multi-Agent Systems • Explainable Multimodal Large Language Models • Context-Aware Systems •  

This page features all papers published by the AIXPERT consortium, including peer-reviewed papers published in journals and conference proceedings that detail our core findings and technological contributions.

You can explore the papers directly on this page or visit the AIXPERT community on Zenodo for a complete collection of published outputs.

Scientific Publication

December 2025

Autocompressing Networks

NeurIPS 2025

Authors: Vaggelis Dorovatas, Georgios Paraskevopoulos, and Alexandros Potamianos

Scientific Publication

December 2025

BloomXplain: A Framework and Benchmark Dataset for Pedagogically Sound LLM-Generated Explanations Based on Bloom’s Taxonomy

NeurIPS 2025

Authors: Maria-Eleni Zoumpoulidi, Eleni Batsi, Georgios Paraskevopoulos, Vassilis Katsouros, and Alexandros Potamianos

Scientific Publication

December 2025

Prompting Away Stereotypes? Evaluating Bias in Text-to-Image Models for Occupations

NeurIPS 2025

Authors: Shaina Raza, Maximus Powers, Partha Pratim Saha, Mahveen Raza, and Rizwan Qureshi

Scientific Publication

December 2025

Bias in the Picture: Benchmarking VLMs with Social-Cue News Images and LLM-as-Judge Assessment

NeurIPS 2025

Authors: Aravind Narayanan, Vahid Reza Khazaie, and Shaina Raza

Scientific Publication

November 2025

Evaluating and Regulating Agentic AI: A Study of Benchmarks, Metrics, and Regulation computing and processing

Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond. APMS 2025

Authors: Azib Farooq, Shaina Raza, Nazmul Karim, Hasan Iqbal, Athanasios V. Vasilakos, and Christos Emmanouilidis

Scientific Publication

August 2025

Anomaly Detection in Wind Turbines Using Variational Autoencoders and Isolation Forest​

Advances in Production Management Systems. Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond. APMS 2025

Authors: Guillermo Gil de Avalle Bellido, and Christos Emmanouilidis

Scientific Poster

December 2025

BloomXplain: A Framework and Benchmark Dataset for Pedagogically Sound LLM-Generated Explanations Based on Bloom’s Taxonomy

NeurIPS 2025

Authors: Maria-Eleni Zoumpoulidi, Eleni Batsi, Georgios Paraskevopoulos, Vassilis Katsouros, and Alexandros Potamianos

Scientific Poster

December 2025

Prompting Away Stereotypes? Evaluating Bias in Text-to-Image Models for Occupations

Workshop poster for NeurIPS 2025

Authors: Shaina Raza, Maximus Powers, Partha Pratim Saha, Mahveen Raza, and Rizwan Qureshi

Scientific Poster

December 2025

HumaniBench: A Human-Centric Benchmark for Large Multimodal Models Evaluation

NeurIPS 2025

Authors: Shaina Raza, Aravind Narayanan, Vahid Reza Khazaie, Ashmal Vayani, Mukund S. Chettiar, Amandeep Singh, and Deval Pandya

Scientific Poster

December 2025

From Data to CO₂: The Hidden Climate Cost of AI

NeurIPS 2025

Authors: Mahveen Razal, and Maximus Powers

Scientific Poster

December 2025

LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation

LLM Evaluation Workshop NeurIPS 2025

Authors: Ananya Raval, Aravind Narayanan, Vahid Reza Khazaie, and Shaina Raza

Scientific Poster

December 2025

Bias in the Picture: Benchmarking VLMs with Social-Cue News Images and LLM-as-Judge Assessment

NeurIPS 2025

Authors: Aravind Narayanan, Vahid Reza Khazaie, and Shaina Raza