| 2026 | CHI | A Framework to Characterize Reporting on Generative AI Use. | Agathe Balayn, Varun Nagaraj Rao, Su Lin Blodgett, Aylin Caliskan, Solon Barocas |
| 2026 | CHI | How Could AI Supply Chain Research Shape HCI Inquiries And Vice-Versa? | Inha Cha, David Gray Widder, Blair Attard-Frost, Jatinder Singh, Agathe Balayn |
| 2025 | CHI | Unpacking Trust Dynamics in the LLM Supply Chain: An Empirical Exploration to Foster Trustworthy LLM Production & Use. | Agathe Balayn, Mireia Yurrita, Fanny Rancourt, Fabio Casati, Ujwal Gadiraju |
| 2025 | CHI | Towards Effective Human Intervention in Algorithmic Decision-Making: Understanding the Effect of Decision-Makers' Configuration on Decision-Subjects' Fairness Perceptions. | Mireia Yurrita, Himanshu Verma, Agathe Balayn, Ujwal Gadiraju, Sylvia C. Pont, Alessandro Bozzon |
| 2024 | CHI | "It Is a Moving Process": Understanding the Evolution of Explainability Needs of Clinicians in Pulmonary Medicine. | Lorenzo Corti, Rembrandt Oltmans, Jiwon Jung, Agathe Balayn, Marlies Wijsenbeek, Jie Yang |
| 2024 | CSCW | From Stem to Stern: Contestability Along AI Value Chains. | Agathe Balayn, Yulu Pi, David Gray Widder, Kars Alfrink, Mireia Yurrita, Sohini Upadhyay, Naveena Karusala, Henrietta Lyons, Cagatay Turkay, Christelle Tessono, Blair Attard-Frost, Ujwal Gadiraju |
| 2023 | AIES | "☑ Fairness Toolkits, A Checkbox Culture?" On the Factors that Fragment Developer Practices in Handling Algorithmic Harms. | Agathe Balayn, Mireia Yurrita, Jie Yang, Ujwal Gadiraju |
| 2023 | CHI | Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs. | Agathe Balayn, Natasa Rikalo, Jie Yang, Alessandro Bozzon |
| 2023 | CHI | Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability. | Mireia Yurrita, Tim Draws, Agathe Balayn, Dave Murray-Rust, Nava Tintarev, Alessandro Bozzon |
| 2023 | IUI | Perspective: Leveraging Human Understanding for Identifying and Characterizing Image Atypicality. | Shahin Sharifi Noorian, Sihang Qiu, Burcu Sayin, Agathe Balayn, Ujwal Gadiraju, Jie Yang, Alessandro Bozzon |
| 2023 | SIGIR | Hear Me Out: A Study on the Use of the Voice Modality for Crowdsourced Relevance Assessments. | Nirmal Roy, Agathe Balayn, David Maxwell, Claudia Hauff |
| 2022 | CHI | How can Explainability Methods be Used to Support Bug Identification in Computer Vision Models? | Agathe Balayn, Natasa Rikalo, Christoph Lofi, Jie Yang, Alessandro Bozzon |
| 2022 | HCOMP | It Is like Finding a Polar Bear in the Savannah! Concept-Level AI Explanations with Analogical Inference from Commonsense Knowledge. | Gaole He, Agathe Balayn, Stefan Buijsman, Jie Yang, Ujwal Gadiraju |
| 2022 | WWW | Ready Player One! Eliciting Diverse Knowledge Using A Configurable Game. | Agathe Balayn, Gaole He, Andrea Hu, Jie Yang, Ujwal Gadiraju |
| 2021 | WWW | What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis. | Agathe Balayn, Panagiotis Soilis, Christoph Lofi, Jie Yang, Alessandro Bozzon |
| 2018 | HCOMP | Expert Disagreement in Sequential Labeling: A Case Study on Adjudication in Medical Time Series Analysis (short paper). | Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zoltn Szlvik |
| 2018 | RO-MAN | Data-driven development of Virtual Sign Language Communication Agents. | Agathe Balayn, Heike Brock, Kazuhiro Nakadai |