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FAccT 2026: all accepted papers

314 papers · page 2 of 4 · the most cited first · ← FAccT 2026

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  1. Co-Constructing Alignment: A Participatory Approach to Situating AI Values ↗Anne Arzberger, Enrico Liscio, Maria Luce Lupetti et al.
  2. Co-Designing Organizational Justice Indicators for Algorithmic Systems ↗Fujiko Robledo Yamamoto, Nicholas Mattei, Pradeep Ragothaman et al.
  3. Co-designing for Compliance: Multi-party Computation Protocols for Post-Market Fairness Monitoring in Algorithmic Hiring ↗Changyang He, Nina Baranowska, Josu Andoni Eguíluz Castañeira et al.
  4. CoAX: Cognitive-Oriented Attribution eXplanation User Model of Human Understanding of AI Explanations ↗Louth Bin Rawshan, Zhuoyu Wang, Brian Y. Lim
  5. Compounding Disadvantage: Auditing Intersectional Bias in LLM-Generated Explanations Across Indian and American STEM Education ↗Amogh Gupta, Niharika Patil, Sourojit Ghosh et al.
  6. Conformal Prediction and the Many-Worlds of Fairness ↗Julia Brodén, Jan Simson, Christoph A. Kern
  7. Connective Democratic Tissue: Second-Order Technologies for Civic Ecosystems ↗Julián Goñi, Margaret A. Hughes, Stuart Lynn
  8. Context Matters: Auditing Gender Bias in T2I Generation through Risk-Tiered Use-Case Profiles ↗Jose Luna, Yankun Wu, Xiaofei Xie et al.
  9. Counterfactuals for Bias Audits should be Plausible, Diverse, and Faithful ↗Giuseppe Valerio, André V. Carreiro, Chrysoula Zerva
  10. Crowding Out the Noise: Algorithmic Collective Action Under Differential Privacy ↗Rushabh Solanki, Meghana Bhange, Ulrich Aïvodji et al.
  11. Data Bias Mitigation under Coverage Constraints & The Price of Fairness ↗Bruno Scarone, Alfredo Viola, Renée J. Miller
  12. Defining the Problem, Setting the Standard? Platform Narratives and Interventions for Digital Well-Being ↗Yu Yamashita, Lin Kyi, Changyang He et al.
  13. Democratizing News Recommenders: Modeling Multiple Perspectives for News Candidate Generation with VQ-VAE ↗Hardy, Sebastian Padó, Amelie Wuehrl et al.
  14. Density-Guided Response Optimization: Community-Grounded Alignment via Implicit Acceptance Signals ↗Patrick Gerard, Svitlana Volkova
  15. Designing Safe and Accountable GenAI as a Learning Companion with Women Banned from Formal Education ↗Hamayoon Behmanush, Freshta Akhtari, Ingmar Weber et al.
  16. Designing with AI at Work: Designers' Expertise and Pragmatic Decision-Making in Workplace AI Transformation ↗Huiran Yi, Lu Xian, Yile Zhang et al.
  17. Developer and End User Interpretations of Data Minimization ↗Liam Bayer, Jessica Tong, Eleanor Birrell
  18. Developing an Assessment Tool for AI Guidelines ↗Julian Pelloth, Katharina Anna Zweig
  19. Diagnosing Algorithmic Bias: A Group Influence Framework for Fairness Auditing ↗Olalekan Joseph Akintande, Amirreza Takhsha, Sune Holm et al.
  20. Dialect vs Demographics: Quantifying LLM Bias from Implicit Linguistic Signals vs. Explicit User Profiles ↗Irti Haq, Belén Saldías-Fuentes
  21. Disclosure or Marketing? Analyzing the Efficacy of Vendor Self-reports for Vetting Public-sector AI ↗Blaine Kuehnert, Nari Johnson, Ravit Dotan et al.
  22. Do Attachment Styles Shape ChatGPT Usage? ↗Marx Wang, Jade Xiaoyi Li, Songling Ngo et al.
  23. Do Chinese models speak Chinese languages? ↗Andrea W Wen-Yi, Unso Eun Seo Jo, David Mimno
  24. Do Language Models Pass the Bechdel Test? Auditing Gender Biases in LLM-Generated Screenplays ↗Megha N. Govindu, S. Wang, Sorelle A. Friedler et al.
  25. Do User-Aligned Explanations Steer Human Decisions? Context-Dependent Influence and Ethical Implications ↗Mingzhe Yang, Rina Kagawa, Yukino Baba
  26. Do You Trust the Process?: Trust-Contingent Reinforcement Learning for Resource Allocation ↗Naina Balepur, Keshav Subramonian, Hari Sundaram
  27. Does Algorithmic Uncertainty Sway Human Experts? Evidence from a Field Experiment in Selective College Admissions ↗Hansol Lee, AJ Alvero, René F. Kizilcec et al.
  28. Does It Lead to Prejudice or Discrimination? An Assessment of Stereotypes in LLM Decision-Making ↗Tatsuhiro Aoshima, Mitsuaki Akiyama
  29. Don't Trust the Process: When Verifiability Undermines AI Accountability ↗Tamara Paris, AJung Moon, Jin Guo
  30. Dr. GPT Will See You Now, but Should It? Exploring the Benefits and Harms of Large Language Models for Health Advice using Crowdsourced Clinical Cases ↗Bonam Mingole, Aditya Majumdar, Firdaus Ahmed Choudhury et al.
  31. EcoChat Probe: How Energy Feedback Shapes End Users' Interpretations of Everyday Generative AI Use ↗Yuheng, id_orcid 0009-0006-7228-3996 Ren, Luiz Morais et al.
  32. Effect of Resources on the Efficiency-Fairness Tradeoff for Allocation Problems ↗Shubham Singh, Chris Kanich, Ian A. Kash
  33. Effects of Personality- and Opinion-Alignment in Human-AI Interaction ↗Maximilian Eder, Clemens M. Lechner, Maurice Jakesch
  34. Energy Scaling Laws for Diffusion Models: Quantifying Compute in Image Generation ↗Aniketh Iyengar, Jiaqi Han, Boris Ruf et al.
  35. Energy Shields for Fairness ↗Filip Cano, Thomas A. Henzinger, Konstantin Kueffner
  36. Engaged AI Governance: Addressing the Last Mile Challenge Through Internal Expert Collaboration ↗Simon Jarvers, Orestis Papakyriakopoulos
  37. Estimating the Sample Size Required to Minimize Model Uncertainty Across Different Risk Profiles ↗Fleur Vereijken, Jenna Reps, Egill Axfjord Fridgeirsson et al.
  38. Ethics-in-practice in UX Design: an Empirical Study of an AI-Based Conversational Support Tool ↗Xiaotang Wei, Elena Beretta
  39. Evaluating Model Performance and Fairness without Labeled Representative Data ↗Evelien van der Laan, Nikolaj Tollenaar, Ana Isabel Barros et al.
  40. Evaluating Structured Documentation as a Tool for Reflexivity in Dataset Development ↗Eshta Bhardwaj, Ciara Zogheib, Christoph Becker
  41. Everyday Auditing of TikTok's Generative AI Manga Filter ↗Ro Encarnación, Luis Morales‐Navarro, Hita Kambhamettu et al.
  42. Expanding External Access to Frontier AI Models for Dangerous Capability Evaluations ↗Jacob Charnock, Alejandro Tlaie, Kyle O'Brien et al.
  43. Explanatory Pragmatism 2.0: Towards a Framework for Context-Sensitive, Human-Centred Interactive Explanations of AI ↗L. C. Connelly, T. M. Pedersen, Klara Øvlisen et al.
  44. Exposure to news and political content on TikTok: A Case Study Around the 2024 US Election ↗Chang Ge, Nilay Gautam, Shreyas Vajjhala et al.
  45. FAccT-Checked: A Narrative Review of Authority Reconfigurations and Retention in AI-Mediated Journalism ↗Stefano Sorrentino, Matilde Barbini, Daniel Gática-Pérez
  46. Fair Play: Exploring Play, Accessibility and Representation Towards a Framework for Fairness in Digital Games ↗Virgínia Fernandes Mota, Camila Laranjeira, Thaís Steinmüller et al.
  47. FairHireBench: A Cross-Generational Intersectional Bias Benchmark for Large Language Models in Automated Hiring ↗Sweta J Ratnani, Lingyao Li, Yitian Lou et al.
  48. Fairness Beyond Popularity: Auditing and Mitigating Betweenness Centrality Disparities in Link Recommendation ↗Madhura Manish Pawar, Fariba Karimi, Fernando Pereira dos Santos
  49. Fairness under uncertainty in sequential decisions ↗Michelle Seng Ah Lee, Kirtan Shyamal Padh, David Watson et al.
  50. Fairness vs Performance: Characterizing the Pareto Frontier of Algorithmic Decision Systems ↗Mieke Wilms, Christoph Heitz
  51. Fairness-Aware Multi-Group Target Detection in Online Discussion ↗Soumyajit Sen Gupta, Maria De‐Arteaga, Matthew Lease
  52. Falsifying Discriminant Validity of Predictive Algorithms ↗Amanda Coston
  53. FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation ↗Xenia Heilmann, Luca Corbucci, Mattia Cerrato et al.
  54. First-See-Then-Design: A Multi-Stakeholder View for Optimal Performance-Fairness Trade-Offs ↗Kavya Gupta, Nektarios Kalampalikis, Christoph Heitz et al.
  55. Fixed Points and Stochastic Meritocracies: A Long-Term Perspective ↗Gaurab Pokharel, Diptangshu Sen, Sanmay Das et al.
  56. Formal Methods Meet LLMs: Auditing, Monitoring, and Intervention for Compliance of Advanced AI Systems ↗Parand A. Alamdari, Toryn Q. Klassen, Sheila A. McIlraith
  57. Framing an AI with Values Reduces AI Reliance in AI-supported Writing Tasks ↗Alice Gao, Andrew N. Meltzoff, Maarten Sap et al.
  58. Frictionless Love: Associations Between AI Companion Roles and Behavioral Addiction ↗Vibhor Agarwal, Ke Zhou, Edyta P. Bogucka et al.
  59. From Concepts to Practice: Challenges of Risk-Benefit Assessment in AI Research & Applications ↗Motahhare Eslami, Shixian Xie, Niloofar Nikookar et al.
  60. From Curiosity to Caution: How Expertise Shapes the Use of Interpretable Machine Learning ↗Sameer Naqvi, Gayathri Balaji, Angelique Laju et al.
  61. From Universal to Individualized Actionability: Revisiting Personalization in Algorithmic Recourse ↗Lena Marie Budde, Ayan Majumdar, Richard Uth et al.
  62. From Vulnerable Data Subjects to Vulnerabilizing Data Practices: Navigating the Protection Paradox in AI-Based Analyses of Platformized Lives ↗Delfina Sol Martinez Pandiani, Ella Streefkerk, Laurens Naudts et al.
  63. Frontier Safety Policies for AI Emergency Preparedness in China ↗James Zhang, Miles Kodama, Zongze Wu et al.
  64. Future Imperfect? Evaluating Whether AI-Powered Web Accessibility Overlays are Worth the Hype ↗Parker Hartman, Tim Gorichanaz
  65. Going PLACES: Participatory Localized Red Teaming for Text-to-Image Safety in the Global South ↗Charvi Rastogi, Mukul Bhutani, Minsuk Kahng et al.
  66. Governance Through Uncertainty: What Chinese Algorithmic Systems Reveal About the Limits of Fairness, Accountability, and Transparency ↗Jason C. Lau
  67. Governing AI Companionship: Lessons from Social Media Regulation ↗Guan Yue Wu
  68. Greek Mythology as a Lens for Understanding the Risks, Biases, and Ethics of Artificial Intelligence ↗Fabrice Muhlenbach
  69. Guardrails versus Gatekeepers: Understanding Product Managers' Ethical Decision-Making in Generative AI ↗Genevieve Macfarlane Smith, Natalia Luka, Merrick Robinson Osborne et al.
  70. HEART Attacks: Healthcare Evaluation of Adversarial RobusTness ↗Martín Suárez-Fernández, Enrique Lopez-Cuena, Jaume Guasch-Martí et al.
  71. Hedging and Non-Affirmation: Quantifying LLM Alignment on Questions of Human Rights ↗Rafiya Javed, Cassandra Parent, Jackie Kay et al.
  72. Helpful, Harmless, Honest? RLHF as Survey Design and Content Moderation ↗Samantha D'Alonzo, Frauke Kreuter, Serena Booth
  73. Hidden Beyond the Gender Binary: Pitch-Based Insights into Bias Mitigation for Keyword Spotting ↗Negin Firouzian, Jacob St-Germain, Brett H. Meyer
  74. How Can AI Augment Access to Justice? Public Defenders' Perspectives on Responsible AI Adoption ↗Inyoung Cheong, Patty Liu, Dominik Stammbach et al.
  75. How Formerly Incarcerated People Envision Technologies for Prison Parole ↗Saiph Savage, Jesse Nava, Wanqing Iris Zhou et al.
  76. How Hyper-Datafication Impacts the Sustainability Costs in Frontier AI ↗Sophia N. Wilson, Sebastian Mair, Mophat Okinyi et al.
  77. How Probing for Problems and Bias Affects Perceptions of AI Chatbot Trustworthiness ↗Jan Tolsdorf, Alan F. Luo, Monica Kodwani et al.
  78. How Researchers Navigate Accountability, Transparency, and Trust When Using AI Tools in Early-Stage Research: A Think-Aloud Study ↗Sanjana Gautam, Houjiang Liu, Yujin Choi et al.
  79. How We Are Cursed in Data Disclosure: Privacy Sensemaking in AI Fortune-Telling Among Young Chinese ↗Silei Zhu, Alex Jiahong Lu
  80. Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents ↗Shipi Dhanorkar, Samir Passi, Mihaela Vorvoreanu
  81. Human, Algorithm, or Both? Gender Bias in Human-Augmented Recruiting ↗Mesut Kaya, Toine Bogers
  82. Human-AI Complementarity: A Goal for Amplified Oversight ↗Rishub Jain, Sophie Bridgers, Lili Janzer et al.
  83. Humans-in-the-Contestability-Loop: Designing for Social Counselors to Understand and Challenge Algorithmic Decisions ↗Timothée Schmude, Daniel Pahr, Laura M. Koesten et al.
  84. Improving Fairness with Ensemble Combination: Margin-Dependent Bounds ↗Yijun Bian
  85. In the Shadows of Transparency: Engaging Concealment in AI-Mediated Crisis ↗Ashlee Mirizio, Elizabeth Kaziunas
  86. Inductive Risk of AI Hype ↗Will Fleisher
  87. Inequalities and Challenges in Representing Ethnicity Data in Wikidata ↗Michelle Nwachukwu, Martim Brandão, Albert Meroño-Peñuela
  88. Informing AI Policy Assessment using Large-Scale Simulation of Interventions ↗Julia Barnett, Kimon Kieslich, Natali Helberger et al.
  89. Inside Baseball: The Automated Ball-Strike System as an Object Lesson in Technological Rule Enforcement ↗Andrea W Wen-Yi, Waki Kamino, David Mimno et al.
  90. Internal Deployment Gaps in AI Regulation ↗Joe Kwon, Stephen Casper
  91. Into the Unknown: Accounting for Missing Demographic Data when Mitigating Ad Delivery Skew ↗Isabel Corpus, Allison Koenecke
  92. Investigating ChatGPT Usage in High Schools: Student Perspectives on Policy and Practice ↗Jake Chanenson, Tess Eschebach, Marshini Chetty
  93. Investigating the Role of AI in Emergency Management: Use Cases, Challenges, and Opportunities ↗Samsara Foubert, Minjung Park, Kanad Pardeshi et al.
  94. Is your AI Model Accurate Enough? The Difficult Choices Behind Rigorous AI Development and the EU AI Act ↗Lucas Giovanni, Bram Rijsbosch, Kristof Meding et al.
  95. Judging the Judges: Evaluating Pretrial Release Decisions with A Simple Nonparametric Approach ↗Julian Morimoto, Amanda Coston
  96. LLM Evaluation as Sociotechnical Practice: Experiences from a Research-Practice Partnership in Community Health ↗Roshini Deva, Aradhana Thapa, Zeel Mehta et al.
  97. Learning Alignment Principles Grounded in Human Reasons and Values ↗Henry Bell, Lara Neubauer da Costa Schertel, Bochu Ding et al.
  98. Learning Fairness in Multi-agent Systems with Distributed-Evaluation, Centralized-AIIocation ↗Ashwin Kumar, William Yeoh
  99. Legitimate: Resurrecting Biased Ontologies On the Path to Superintelligence ↗Thema Monroe‐White, K White, Nada Hashmi
  100. Like It or Not — Recommender Systems Lack a Coherent Normative Foundation ↗Donal Khosrowi, Lukas Beck

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