Publications

Adrian Arnaiz-Rodriguez, Miguel Baidal, Erik Derner, Jenn Layton Annable, Mark Ball, Mark Ince, Elvira Perez Vallejos, Nuria Oliver (2025). Between Help and Harm: An Evaluation of Mental Health Crisis Handling by LLMs. In arXiv:2509.24857.

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Adrian Arnaiz-Rodriguez (2025). A Sociotechnical Approach to Trustworthy AI: from Algorithms to Regulation. PhD Thesis (University of Alicante, 2025) — awarded cum laude.

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Adrian Arnaiz-Rodriguez, Nina Corvelo Benz, Suhas Thejaswi, Nuria Oliver, Manuel Gomez Rodriguez (2025). Towards Human-AI Complementarity in Matching Tasks. In HLDM'25 workshop @ ECML-PKDD (Oral). Also in AI-SDM Workshop on HAISDM @ CMU (Spotlight Lightning Talk).

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Kajetan Schweighofer, Adrian Arnaiz-Rodriguez, Sepp Hochreiter, Nuria Oliver (2025). The Disparate Benefits of Deep Ensembles. In ICML 2025.

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Adrian Arnaiz-Rodriguez, Federico Errica (2025). Oversmoothing, Oversquashing, Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning. In MLG 2025 workshop @ ECML-PKDD (Best Paper Award and Best Poster Award).

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Adrian Arnaiz-Rodriguez, Julio Losada (2024). Studying Causality in Algorithmic Decision Making: the Impact of IA in the Business Domain. In RRLDE (Journal of Labor Relations and Labor Law, Spanish).

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Adrian Arnaiz-Rodriguez, Julio Losada (2024). The Intersection of Trustworthy AI and Labour Law. A Legal and Technical Study from a Tripartite Taxonomy. In RGDTSS (Spanish General Journal of Labor Law and Social Security, Spanish).

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Adrian Arnaiz-Rodriguez, Georgina Curto, Nuria Oliver (2024). Structural Group Unfairness: Measurement and Mitigation by means of the Effective Resistance. In ICWSM 2025. Also in IC2S2 2024 and TrustLOG @ WWW 2024.

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Adrian Arnaiz-Rodriguez, Nuria Oliver (2024). FairShap: A Data Re-weighting Approach for Algorithmic Fairness based on Shapley Values. In DMLR workshop @ ICLR 2024.

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Adrian Arnaiz-Rodriguez, Ahmed Begga, Francisco Escolano, Nuria Oliver (2022). DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Learning on Graphs 2022.

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Alicia Olivares Gil, Adrian Arnaiz-Rodriguez, Jose M. Ramírez‐Sanz, Jose L. Garrido‐Labrador, Virginia Ahedo, César I. García‐Osorio, Jose I. Santos, Jose M. Galán (2022). Mapping the scientific structure of Organization and management of enterprises using complex networks. In IJPME.

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Esther Cubo, Adrian Arnaiz-Rodriguez, Álvar Arnaiz-González, José-Francisco Díez-Pastor, Meredith Spindler, Adriana Cardozo, Álvaro García-Bustillo, Zoltan Mari, Bastiaan R. Bloem (2021). Videoconferencing Software Options for Telemedicine: A Review for Movement Disorder Neurologists. Frontiers in Neurology.

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Adrian Arnaiz-Rodriguez, Jose M. Ramírez‐Sanz, Jose L. Garrido‐Labrador, Alicia Olivares Gil (2021). Computer Science doctoral research in Spain. A relational perspective. In Actas CAEPIA XIX.

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María Consuelo Saíz Manzanares, Ismael Ramos Pérez, Adrian Arnaiz-Rodriguez, Sandra rodríguez Arribas, Leandro Almeida, Caroline Françoise Martin (2021). Analysis of the Learning Process through Eye Tracking Technology and Feature Selection Techniques. Appl. Sci..

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Jose L. Garrido‐Labrador, Jose M. Ramírez‐Sanz, Adrian Arnaiz-Rodriguez, Virginia Ahedo, César I. García‐Osorio, Jose I. Santos, Jose M. Galán (2020). Network analysis of co-participation in thesis examination committees in an academic field in Spain. In 14th CIO.

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Jose L. Garrido‐Labrador, Jose M. Ramírez‐Sanz, Adrian Arnaiz-Rodriguez, Virginia Ahedo, César I. García‐Osorio, Jose I. Santos, Jose M. Galán (2020). Unveiling the informal structure of an academic field in Spain. A network analysis.. In VI COMSOTEC WORKSHOP.

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