Publications

Peer-reviewed publications by members of the People-Centered Computing Lab, aggregated automatically from the authors’ DBLP profiles.

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Francesco Bombassei De Bona, Marcello Mortillaro, Marc Langheinrich, Martin Gjoreski (2026). Platform and Study Design for Adaptive EMA Using Smart Glasses to Monitor Affective States. Proceedings of the 24th Annual International Conference on Mobile Systems, Applications and Services Workshops, MobiSys Workshops 2026, University of Cambridge, Cambridge, United Kingdom, June 21-25, 2026.
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Lidia Losavio, Francesco Sovrano, Dario Fenoglio, Martin Gjoreski, Marc Langheinrich (2026). SALT-GNN: Handling Dense Neighborhoods in Anti-Money Laundering Graphs via Statistics-Aware Attention. CoRR.
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Adam D. G. Jenkins, Agnieszka Kitkowska, Caterina Maidhof, Diego Paracuellos, Francesco Sovrano, Gonzalo Gabriel Méndez, Guillermo Suarez-Tangil, Hana Kopecka, Isabel Wagner, Isabel Barberá, Javier Carnerero-Cano, Jide S. Edu, Jose Luis Martin-Navarro, Jose Such, Josep Domingo-Ferrer, Juan Carlos Carrillo, Kopo Marvin Ramokapane, Mark Coté, Pablo Vellosillo, Ramon Ruiz-Dolz, Rongjun Ma, Ruba Abu-Salma, Sameer Patil, William Seymour, Xiao Zhan (2026). Security and Privacy in Agentic AI: Grand Challenges and Future Directions. CoRR.
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Neha Singh, Francesco Sovrano, Vincent J. Hellendoorn, Alberto Bacchelli (2026). The Effect of Complexity and Provenance on Code Review Decisions: Evidence from a Controlled Experiment. Proc. ACM Softw. Eng..
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Sarah Spiekermann-Hoff, Marc Langheinrich, Johannes Hoff, Christiane Wendehorst, Jürgen Pfeffer, Thomas Fuchs, Armin Grunwald (2026). The Power of 10: New Rules for the Digital World. Commun. ACM.
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Sarah Spiekermann-Hoff, Marc Langheinrich, Johannes Hoff, Christiane Wendehorst, Jürgen Pfeffer, Thomas Fuchs, Armin Grunwald (2026). The Power of 10: New Rules for the Digital World. CoRR.
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Shirin Pirouzkhah, Pooja Rani, Francesco Sovrano, Vincent J. Hellendoorn, Alberto Bacchelli (2026). The price of precision: the cost of preprocessing for automated code revision in code review. Empir. Softw. Eng..
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Francesco Bombassei De Bona, David La Barbera, Stefano Mizzaro, Kevin Roitero (2025). A Comparative Analysis of Retrieval-Augmented Generation and Crowdsourcing for Fact-Checking. Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part III.
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Zoja Anzur, Klara Zinkovic, Junos Lukan, Pietro Barbiero, Gasper Slapnicar, Mohan Li, Martin Gjoreski, Maike E. Debus, Sebastijan Trojer, Mitja Lustrek, Marc Langheinrich (2025). A Review of Methods for Unobtrusive Measurement of Work-Related Well-Being. Mach. Learn. Knowl. Extr..
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Mohan Li, Martin Gjoreski, Pietro Barbiero, Gasper Slapnicar, Mitja Lustrek, Nicholas D. Lane, Marc Langheinrich (2025). A Survey on Federated Learning in Human Sensing. CoRR.
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Kacper Sokol, Eyke Hüllermeier (2025). All You Need for Counterfactual Explainability Is Principled and Reliable Estimate of Aleatoric and Epistemic Uncertainty. CoRR.
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Kacper Sokol, James C. Fackler, Julia E. Vogt (2025). Artificial intelligence should genuinely support clinical reasoning and decision making to bridge the translational gap. npj Digit. Medicine.
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Kacper Sokol, James C. Fackler, Julia E. Vogt (2025). Artificial Intelligence Should Genuinely Support Clinical Reasoning and Decision Making To Bridge the Translational Gap. CoRR.
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Mateo Espinosa Zarlenga, Gabriele Dominici, Pietro Barbiero, Zohreh Shams, Mateja Jamnik (2025). Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts. Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025.
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Mateo Espinosa Zarlenga, Gabriele Dominici, Pietro Barbiero, Zohreh Shams, Mateja Jamnik (2025). Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts. CoRR.
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Francesco Sovrano, Sandro Vonlanthen, Alberto Bacchelli (2025). Beyond the lab: An in-depth analysis of real-world practices in government-to-citizen software user documentation. Inf. Softw. Technol..
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Nouran Abdalazim, Leonardo Alchieri, Lidia Alecci, Giovanni de Felice, Silvia Santini (2025). Blue Mondays and Happy Meals: Investigating the Impact of Contextual Factors on Mood States. Companion of the 2025 ACM International Joint Conference on Pervasive and Ubiquitous Computing, UbiComp Companion 2025, Espoo, Finland, October 12-16, 2025.
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Francesco Sovrano (2025). Can Global XAI Methods Reveal Injected Bias in LLMs? SHAP vs Rule Extraction vs RuleSHAP. CoRR.
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Stefano Fioravanti, Francesco Giannini, Pietro Barbiero, Paolo Frazzetto, Roberto Confalonieri, Fabio Zanasi, Nicolò Navarin (2025). Categorical Explaining Functors: Ensuring Coherence in Logical Explanations. Proceedings of the 22nd International Conference on Principles of Knowledge Representation and Reasoning, KR 2025, Melbourne, Australia, November 11-17, 2025.
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Gabriele Dominici, Pietro Barbiero, Mateo Espinosa Zarlenga, Alberto Termine, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich (2025). Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning. The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025.
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Giovanni de Felice, Arianna Casanova Flores, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine (2025). Causally Reliable Concept Bottleneck Models. Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025.
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Giovanni de Felice, Arianna Casanova Flores, Francesco De Santis, Silvia Santini, Johannes Schneider, Pietro Barbiero, Alberto Termine (2025). Causally Reliable Concept Bottleneck Models. CoRR.
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Yueqing Xuan, Edward Small, Kacper Sokol, Danula Hettiachchi, Mark Sanderson (2025). Comprehension is a double-edged sword: Over-interpreting unspecified information in intelligible machine learning explanations. Int. J. Hum. Comput. Stud..
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Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich (2025). Counterfactual Concept Bottleneck Models. The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025.
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Francesco Bombassei De Bona, Ioana Andreea Câmpanu, Marc Langheinrich, Martin Gjoreski, Georgiana Juravle (2025). Data from \"LIFETRACE: A Longitudinal Multimodal Dataset on Daily Physical Activity, Well-Being, and Habits\". Zenodo.
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