Poster Sessions

Poster Session #1

14Luca NanniniFrom Categorical to Contextual: Interpreting High-Risk Classification for Profiling-Based AI Recommender Systems in the EU AI Act
33Lucas Langlade, Julien Ferry, Gabriel Laberge and Thibaut VidalFairness and Sparsity within Rashomon sets: Enumeration-Free Exploration and Characterization
37Sanjana Gautam, Mohit Chandra, Ankolika De, Tatiana Chakravorti, Girik Malik and Munmun De ChoudhuryTowards Experience-Centered AI: A Framework for Integrating Lived Experience in Design and Development
74Keren Fuentes, Mimee Xu and Irene Y. ChenDataset-to-Dataset Evaluation Before (and Without) Sharing Data
97Tanusree Sharma, Yujin Potter, Zachary Kilhoffer, Yun Huang, Dawn Song and Yang WangAligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis
103Wonduk Seo, Zonghao Yuan and Yi BuValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning
113Sung Hyun Kwon, Jessica Clark, Il-Horn Hann and Jui RamaprasadLabeling in Their Shoes: Improving Text Annotation with Cognitive Empathy Priming
116Jennifer Haase, Paul H. P. Hanel and Sebastian PokuttaS-DAT: A Multilingual, GenAI-Driven Framework for Automated Divergent Thinking Assessment
119Celia Cintas, Miriam Rateike, Erik Miehling, Elizabeth Daly and Skyler SpeakmanLocalizing Persona Representations in LLMs
128Ke Zhou, Marios Constantinides and Daniele QuerciaShould LLMs be WEIRD? Exploring WEIRDness and Human Rights in Large Language Models
130Maalvika Bhat and Duri LongEmotional Plausibility vs. Emotional Truth: Designing Against Affective Misinformation in Conversational AI
132Valeriia Cherepanova, Chia-Jung Lee, Nil-Jana Akpinar, Riccardo Fogliato, Martin Bertran Lopez, Michael Kearns and James ZouImproving LLM Group Fairness on Tabular Data via In-Context Learning
137Bo-Yi Liu, Zhi-Xuan Liu, Kuan Lun Chen, Shih-Yu Tsai, Jie Gao and Hao-Tsung YangUnderstanding Endogenous Data Drift in Adaptive Models with Recourse-Seeking Users
154Pranav Khadpe, Kimi Wenzel, George Loewenstein and Geoff KaufmanExplaining the Reputational Risks of AI-Mediated Communication: Messages labeled as AI-assisted are viewed as less diagnostic of the sender’s moral character
178Aditya Bhattacharya, Simone Stumpf and Katrien VerbertImportance of User Control in Data-Centric Steering for Healthcare Experts
187William Agnew, Julia Barnett, Annie Chu, Rachel Hong, Michael Feffer, Robin Netzorg, Harry Jiang, Ezra Awumey and Sauvik DasSound Check: Auditing Recent Audio Dataset Practices
190Hyo Jin Do, Rachel Ostrand, Werner Geyer, Keerthiram Murugesan, Dennis Wei and Justin WeiszHighlight All the Phrases: Enhancing LLM Transparency through Visual Factuality Indicators
191Xubo Lin, Mingze Wang, Grace Hui Yang and Daniel ChenReward-on-the-Line: A Novel Offline Reinforcement Learning Method for Building Legal Conversational Agents
192Shreya Chappidi, Jennifer Cobbe, Chris Norval, Anjali Mazumder and Jatinder SinghAccountability Capture: How Record-Keeping to Support AI Transparency and Accountability (Re)shapes Algorithmic Oversight
196Brinnae BentThe Term ‘Agent’ Has Been Diluted Beyond Utility and Requires Redefinition
198Ayana Hussain, Patrick Zhao and Nicholas VincentAn Audit and Analysis of LLM-Assisted Health Misinformation Jailbreaks Against LLMs
200Antoni LorenteValue Creation and Value Capture in AI: A Triple Helix Model
210Srikanth Avasarala, Serena Wang and Juba ZianiThe Disparate Effects of Partial Information in Bayesian Strategic Learning
211Uvini Balasuriya Mudiyanselage, Bharat Jayprakash, Kookjin Lee and K. Hazel KwonDisaggregated Health Data in LLMs: Evaluating Data Equity in the Context of Asian American Representation
216Pengxi Liu, Yi Shen, Matthew M. Engelhard, Benjamin A. Goldstein, Michael J. Pencina, Nicoleta J. Economou-Zavlanos and Michael M. ZavlanosFairPOT: Balancing AUC Performance and Fairness with Proportional Optimal Transport
219Tashmia SaberaBeyond “Fairness”: Rethinking the use of Algorithmic Predictions in Criminal Justice
220Tin Trung Nguyen, Jiannan Xu, Zora Che, Phuong-Anh Nguyen-Le, Rushil Dandamudi, Donald Braman, Furong Huang, Hal Daumé and Zubin JelvehEffort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics
226Oriane Pierrès, Alireza Darvishy and Markus ChristenPerceived Risks and Benefits of Disclosing ADHD to AI-based Educational Technologies: Semi-structured Interviews
228Mengchen Dong, Levin Brinkmann, Omar Sherif, Shihan Wang, Xinyu Zhang, Jean-François Bonnefon and Iyad RahwanExperimental evidence that AI-managed workers tolerate lower pay without demotivation
231Byeong-Je Kim, Seunghoo Jeong, Bong-Kyung Cho and Ji-Bum ChungAI Governance in the Context of the EU AI Act
233Katelyn Morrison, Arpit Mathur, Aidan Bradshaw, Tom Wartmann, Steven Lundi, Afrooz Zandifar, Weichang Dai, Kayhan Batmanghelich, Motahhare Eslami and Adam PererA Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology
243Garfield BenjaminCentring the margins: mapping AI systems as systems of power
246Saquib Ahmed, Tejo Gayathri Busireddy and Sanorita DeyEnhancing Image Comprehension: The Impact of AI-Generated Explanations on Perception of Altered and Synthetic Media
249Ruchira Dhar, Stephanie Brandl, Ninell Oldenburg and Anders SøgaardBeyond Technocratic XAI: The Who, What & How in Explanation Design
253Styliani Kleanthous and Maria KasinidouLegal Affiliates’ Views on Algorithmic Decision Making
258Abdalwahab Almajed, Maryam Tabar and Peyman NajafiradA Comprehensive Evaluation of the Sensitivity of Density-Ratio Estimation Based Fairness Measurement in Regression
260Jose M. Alvarez and Salvatore RuggieriToward A Causal Framework for Modeling Perception
262Maria Eriksson, Erasmo Purificato, Arman Noroozian, João Vinagre, Guillaume Chaslot, Emilia Gomez and David Fernandez-LlorcaCan We Trust AI Benchmarks? An Interdisciplinary Review of Current Issues in AI Evaluation
267Oriane Peter and Kate DevlinDecentralising LLM Alignment: A Case for Context, Pluralism, and Participation
272Ding Wang, Mark Díaz, Charvi Rastogi, Aida Davani Davani, Vinodkumar Prabhakaran, Pushkar Mishra, Roma Patel, Alicia Parrish, Zoe Ashwood, Michela Paganini, Tian Huey Teh, Verena Rieser and Lora Aroyo“Just a strange pic”: Evaluating ‘safety’ in GenAI Image safety annotation tasks from diverse annotators’ perspectives
273Raphael Fischer, Magdalena Wischnewski, Alexander van der Staay, Katharina Poitz, Christian Janiesch and Thomas LiebigBridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development
278Ha-Chi TranWho Foots the Bill?: State-Backed No-Fault Compensation for Experimental Harms in Artificial Intelligence Regulatory Sandboxes
280Santiago Flórez SánchezLLM-based Simulations of Human Behavior in Psychological Research
287Gisela Reyes-Cruz, Elvira Perez Vallejos, Pepita Barnard, Eike Schneiders, Marisela Tachiquin, Dominic Price, Damian Eke, Liz Dowthwaite, Aislinn Gomez Bergin, Virginia Portillo and Joel FischerUnravelling Responsible AI: An Umbrella Review
291Lujain Ibrahim, Saffron Huang, Lama Ahmad, Umang Bhatt and Markus AnderljungTowards Interactive Evaluations for Interaction Harms in Human-AI Systems
509Carson Ezell, Xavier Roberts-Gaal and Alan ChanIncident Analysis for AI Agents
569Eugene Kim, Vaibhav Balloli, Berelian Karimian, Elizabeth Bondi-Kelly and Benjamin FishRelAItionship Building: Analyzing Recruitment Strategies for Participatory AI
759Jen SemlerMoral Agents Unlike Us
843Lindsey A. Gailmard, Drew Spence, Christie Lawrence and Daniel E. HoKnown Unknowns and Unknown Unknowns: Designing a Scalable Adverse Event Reporting System for AI

Poster Session #1 – Students

59Julia De Miguel VelázquezBeyond Templates: Understanding and Addressing Human-AI Interaction Harms through Practitioner Assumptions
7Jan BatznerDetecting, Classifying, and Mitigating Undesired Behaviors in Pretrained Large Language Models
53Hamayoon BehmanushSupporting Marginalized Learners with GenAI
8Hesam Nourooz PourMachine Legibility and Epistemic Governance in Malaysia’s Smart Cities: A Postcolonial Analysis of Algorithmic Knowledge, Identity, and State Power
25Tessina Grant MoloneyAI Ethics in Cyborg Anthropology: Examining AI-Driven Job Displacement Among Women and Marginalized Groups
42Bruno FonsecaTowards Responsible AI Governance in the Brazilian Judiciary
44Daphne Wong-A-FoeBetween Code and Creed: Islamic Ethical In-Betweenness on AI in Indonesia
56Sonia FereidooniA Survey of Large Language Model Use and its Technical Limitations in Military Systems through a Decolonial Lens
72Teresa SidesResistance to Change as a Diagnostic Insight: An Interdisciplinary Examination of Stakeholder Opposition to AI in Primary Care
73Marc ElliottDeploying AI in Uncertain Environments: A Technical Limitation or a Human Characteristic?

Poster Session #2

10Keziah Naggita and Julienne LaChanceA case for data valuation transparency via DValCards
15Luca NanniniWhen Less Regulation Means More Complexity: The EU AI Liability Directive Withdrawal and its Impact on European Technological Competitiveness
309Esma Aïmeur, Gilles Brassard and Dorsaf SallamiToo Focused on Accuracy to Notice the Fallout: Towards Socially Responsible Fake News Detection
312Jadie Adams, Brian Hu, Emily Veenhuis, David Joy, Bharadwaj Ravichandran, Aaron Bray, Anthony Hoogs and Arslan BasharatSteerable Pluralism: Pluralistic Alignment via Few-Shot Comparative Regression
316Tatiana Chakravorti, Xinyu Wang, Pranav Narayanan Venkit, Sai Koneru, Kevin Munger and Sarah RajtmajerSocial Scientists on the Role of AI in Research
318Shai Ben-David, Pascale Gourdeau, Tosca Lechner and Ruth UrnerWhat’s Individual about Individual Fairness?
320Julia Barnett, Kimon Kieslich, Jasmine Sinchai and Nicholas DiakopoulosScenarios in Computing Research: A Systematic Review of the Use of Scenario Methods for Exploring the Future of Computing Technologies in Society
327Pegah Nokhiz, Aravinda Kanchana Ruwanpathirana and Helen NissenbaumRethinking Optimization: A Systems-Based Approach to Social Externalities
328Taro Higuchi and Einoshin SuzukiComplete Categorization of Instinct-Exploiting Data-Explanations and their Generation with Large-Language Models
329Tianqi Kou, Dana Calacci and Cindy LinDead Zone of Accountability: Why Social Claims in Machine Learning Research Should Be Articulated and Defended
331Heesoo JangExporting Autonomy, Importing Dependency: The Geopolitical Work of “Sovereign AI”
332Mallak Alkhathlan, Hilson Shrestha, Lane Harrison and Elke RundensteinerExploring “Just Noticeable” Group Fairness in Rankings
335Evani Radiya-Dixit and Angèle ChristinSame Stereotypes, Different Term? Understanding the “Global South” in AI Ethics
336Rex Chen, Stephanie Milani, Zhicheng Zhang, Norman Sadeh and Fei FangMaking Teams and Influencing Agents: Efficiently Coordinating Decision Trees for Interpretable Multi-Agent Reinforcement Learning
343Mowafak Allaham, Kimon Kieslich and Nicholas DiakopoulosInforming AI Risk Assessment with News Media: Analyzing National and Political Variation in the Coverage of AI Risks
344Jacqueline Kernahan, Richard Bartels, Mark de Reuver, Daniel Oberski and Roel DobbeBurying The Lead: Adjusting Goals to Manage Functional Limitations of AI Tools in Healthcare
346Sourojit Ghosh and Kyra WilsonBias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of `Bias’, and Academia-Industry Gap
348Pratheeksha Nair, Gabriel Lefebvre, Maryam Molamohammadi, Sophia Garrel and Reihaneh RabbanyReframing AI-for-Good: Radical Questioning in AI for Human Trafficking Interventions
349Caroline M. Johnston, Olga Koumoundouros, Angel Hsing-Chi Hwang, Laura Onasch-Vera, Eric Rice and Phebe VayanosToward AI Matching Policies in Homeless Services: A Qualitative Study with Policymakers
354Apurva Kulkarni and Chandrashekar RamanathanGuardrail Framework for Embedding Ethical Safeguards in Software Applications for Responsible AI
361Prakhar Ganesh, Afaf Taik and Golnoosh FarnadiSystemizing Multiplicity: The Curious Case of Arbitrariness in Machine Learning
362Laura Lucaj, Alex Loosley, Håkan Jonsson, Urs Gasser and Patrick van der SmagtTechOps: Technical Documentation Templates for the AI Act
365Andrea Cremaschi, Dae-Jin Lee and Manuele LeonelliWill AI Take My Job? Evolving Perceptions of Automation and Labor Risk in Latin America
374David Doron YaacovNormative Moral Pluralism for AI: A Framework for Deliberation in Complex Moral Contexts
377Jakob Kappenberger, Clara Strasser Ceballos, Frederic Gerdon, Daria Szafran, Florian Rupp, Kai Eckert, Heiner Stuckenschmidt, Ruben Bach, Frauke Kreuter and Christoph KernUnintended Impacts of Automation for Integration? Simulating Integration Outcomes of Algorithm-Based Refugee Allocation in Germany
381Maarten Wilders, Íñigo Martínez de Rituerto de Troya and Roel DobbeThe Socratic Dialogue as a Method for Virtue Ethics in AI: A Case Study
386Aditya Gulati, Moreno D’Incà, Nicu Sebe, Bruno Lepri and Nuria OliverBeauty and the Bias: Exploring the Impact of Attractiveness on Multimodal Large Language Models
393Spencer Hey, Julie Walsh and Eni MustafarajComparing Human and LLM Ethical Analyses: A Case Study in Computational Social Science Research
395Clara Strasser Ceballos, Marcus Novotny and Christoph KernBeyond Proxy Variables: Extending Refugee Allocation Algorithms for Equitable Predictions
396Önder Celik, Marlene Kulla and Justyna StypinskaTrust Formation in Healthcare AI: An Exploration of Older Adults’ Perspectives
401Rebecca Yu, Valerie Chen, Ameet Talwalkar and Hoda HeidariWhy Do Decision Makers (Not) Use AI? A Cross-Domain Analysis of Factors Impacting AI Adoption
402Asutosh Hota and Jussi JokinenNomicLaw: Emergent Trust and Strategic Argumentation in LLMs during Collaborative Law-Making
405Liv Ziegfeld, Esther Kox, Ivana Akrum and Marlijn HeijnenAligning AI Systems with Human Values: A Method for Identifying and Specifying Values
409Sophia Worth, Georgia Panagiotidou and Elena Simperl(Don’t) Tell Me What To Do: A Retrospective Study on the Use of a Data Ethics Framework
416Jay Cunningham, Jainaba Jawara, Jeffrey Basoah, Adinawa Adjagbodjou, Kowe Kadoma and Aaleyah LewisToward Responsible ASR for African American English Speakers: A Scoping Review of Bias and Equity in Speech Technology
417Jay Cunningham, Kevin Shao, Rock Yuren Pang and Nat MengistAdvancing NLP Data Equity: Practitioner Responsibility and Accountability in NLP Data Practices
418Deborah Dormah Kanubala and Isabel ValeraOn the Misalignment Between Legal Notions and Statistical Metrics of Intersectional Fairness
423Flore Vancompernolle Vromman, Sylvain Courtain, Pierre Leleux and Marco SaerensFairness-Aware Post-Processing in Supervised Classification: L1/L2 Norm and Optimal Swapping Methods
428Rida Qadri, Mark Díaz, Ding Wang and Michael MadaioThe Case for “Thick Evaluations” of Cultural Representation in AI
432Rachel Kim, Blaine Kuehnert, Seth Lazar, Ranjit Singh and Hoda HeidariThe AI Power Disparity Index: Toward a Compound Measure of AI Actors’ Power to Shape the AI Ecosystem
433Saad AlqithamiAdaptive Accountability in Networked Multi-Agent Systems
434Hyo Jin Do and Werner GeyerHide or Highlight: Understanding the Impact of Factuality Expression on User Trust
439Prachi Bagave, Marcus Westberg, Marijn Janssen and Aaron Yi DingAccountability Framework for Healthcare AI Systems: Towards Joint Accountability in Decision Making
442Simon Fischer, Hanna Schraffenberger, Serge Thill and Pim HaselagerA Taxonomy of Questions for Critical Reflection in Machine-Assisted Decision-Making
444Minja Axelsson, Jiaee Cheong, Rune Nyrup and Hatice GunesWho Owns The Robot?: Four Ethical and Socio-technical Questions about Wellbeing Robots in the Real World through Community Engagement
446Chris Schmitz and Joanna BrysonA Moral Agency Framework for Legitimate Integration of AI in Bureaucracies
457Mackenzie Jorgensen, Kendall Brogle, Katherine Collins, Lujain Ibrahim, Arina Shah, Petra Ivanovic, Noah Broestl, Gabriel Piles, Paul Dongha, Hatim Abdulhussein, Adrian Weller, Jillian Powers and Umang BhattDocumenting Deployment with Fabric: A Repository of Real-World AI Systems and Governance Mechanisms
458Atmadeep Ghoshal, Martim Brandao, Ruba Abu-Salma and Sanjay ModgilEmbodied AI at the Margins: Postcolonial Ethics for Intelligent Robotic Systems
460Bastien Zimmermann and Matthieu BoussardNeedle in a Patched Haystack:\\ Evaluating Saliency Maps for Vision LLMs.
474Tasfia Mashiat, Patrick Fowler and Sanmay DasWho pays the RENT? Implications of Spatial Inequality for Prediction-Based Allocation Policies

Poster Session #2 – Student Papers

37Disa SariolaAuditing and Validating Fairness and Ethics in Machine Learning Systems
43Julia BarnettLay-stakeholder centric sociotechnical mechanisms for addressing the impacts of generative AI
49Mina ArzaghiAdvancing Fairness in Generative AI through Intrinsic and Extrinsic Bias Evaluation and Mitigation
75Yael Moros DavalHow Can Large Language Models Be More Reliable?
23Jared KatzmanGoverning AI Proactively: Cooperative Models of Anticipation and Accountability
9Tatiana ChakravortiHuman Centered AI for Research Ethics and Transparency
21Denis ChiriacThe Dilemmas of Moral Autonomy in the Transfer of Human Consciousness to AI
58Anna-Kaisa KailaCritical explorations on the socio-ethical implications of Creative AI for artists
70Christoffer Koch AndersenBinary Optics: Colonial Classification of Trans Lives in Algorithmic Technologies
14Jinu K Varghese and Padma RaniPlatform Vernaculars: How AI Image Generators Create New Forms of Visual Bias
20Siddharth JaiswalFairer Datasets for Advancing Responsible AI Systems

Poster Session #3

302Agrima Seth, Monojit Choudhary, Sunayana Sitaram, Kentaro Toyama, Aditya Vashistha and Kalika BaliHow Deep Is Representational Bias in LLMs? The Cases of Caste and Religion
308Kimberly Le Truong, Annette Zimmermann and Hoda HeidariToward Valid Measurement Of (Un)fairness For Generative AI: A Proposal For Systematization Through The Lens Of Fair Equality of Chances
345Jordan Duran, Samir Passi and Mihaela VorvoreanuRAI Advocacy: Communicative Strategies for Advancing Responsible AI in Large Technology Companies
476Ana Paula Moritz and Alayna KennedyOperationalizing critical data approaches in fraud detection in Latin America
477Laura Fearnley and Ibrahim HabliConcept Creep in Safe Artificial Intelligence
481El-Mahdi El-Mhamdi, Lê-Nguyên Hoang and Mariame TighanimineA case for specialisation in non-human entities
484Jan Batzner, Volker Stocker, Stefan Schmid and Gjergji KasneciGermanPartiesQA: Benchmarking Commercial Large Language Models and AI Companions for Political Alignment and Sycophancy
490Lynn Vonderhaar, Kayla Taylor, Jennifer Wojton and Omar OchoaExclusive Flux: A Review of Flux’s Generation of LGBTQ+ Couples
491Vyoma Raman, Judy Hanwen Shen, Andy K. Zhang, Lindsey Gailmard, Rishi Bommasani, Angelina Wang and Daniel HoDeconstructing Provider and Deployer Obligations for Fairness in General-Purpose AI
500Maaike Harbers, Sophie Horsman, Pascal Wiggers, Huib Aldewereld, Marcio Fuckner, Coert Van Gemeren, Oumaima Hajri, Floor Schukking and Nathalie StembertResponsible AI in Media Organizations: Four Case Studies Implementing Ethical Tools in Practice
502Dunstan Allison-Hope, Patrick Gage Kelley, Reena Jana, Angela McKay and Allison WoodruffTen Insights From Other Domains That Inform Responsible AI Frameworks
505Sachit MahajanMapping Moral Reasoning in LLMs: A Multi-Dimensional Analysis of Safety Principle Conflicts
510Aaron Fanous, Jacob Goldberg, Ank Agrawal, Joanna Lin, Anson Zhou, Sonnet Xu, Vasiliki Bikia, Roxana Daneshjou and Sanmi KoyejoSycEval: Evaluating LLM Sycophancy
514Kiana Jafari Meimandi, Anka Reuel, Gabriela Aranguiz-Dias, Hatim Rahama, Ala-Eddine Ayadi, Xavier Boullier, Jérémy Verdo, Louis Montanie and Mykel KochenderferFrom Principles to Practice: The ARGO Framework for Responsible AI Governance in Decentralized Organizations
519Chiara Ullstein, Simon Jarvers, Michel Hohendanner, Orestis Papakyriakopoulos and Jens GrossklagsParticipatory AI and the EU AI Act
527Kola Ayonrinde and Louis JaburiA Mathematical Philosophy of Explanations in Mechanistic Interpretability
530Stephanie Milani, Zhicheng Zhang, Nicholay Topin, Lirong Xia and Fei FangAligning Agent Policies with Preferences: Human-Centered Interpretable Reinforcement Learning
535Simon Grange, Safa Alameri, Pearl Rwauya and Rami BahsoonAI Managing Agent-Based Healthcare Processes
537Christina Chance and Kai-Wei ChangRe-imagining Virtual Communities: Ethical Guidelines for Studying Black Twitter
541Rauno Arike, Elizabeth Donoway, Henning Bartsch and Marius HobbhahnEvaluating Goal Drift in Language Model Agents
548Pınar BarlasA Critical Look at a Critical Care Dataset: MIMIC-IV’s Construction, Contents, & Consequences
551Hellina Hailu Nigatu, Nuredin Ali Abdelkadir, Fiker Tewelde, Stevie Chancellor and Daricia WilkinsonInto the Void: Understanding Online Health Information in Low-Web Data Languages
554Alyssa Hanson, Gordon Briggs, Ruchen Wen, Yifei Zhu and Tom Williams“Stealing is wrong… and too hard to pull off successfully”: Inclusion of Normative versus Capacity Information in Robot Command Rejection
557Mark Riedl and Deven DesaiAI Agents and the Law
558Bruno Scarone, Alfredo Viola, Renée J. Miller and Ricardo Baeza-YatesA Principled Approach for Data Bias Mitigation
566Afaf Taik, Khaoula Chehbouni and Golnoosh FarnadiFairness in Federated Learning : Fairness for whom?
588Steven Vethman, Jildau Bouwman and Cor VeenmanVisualizing Data Representation for Responsible Decisions about AI
590Jennifer King, Kevin Klyman, Emily Capstick, Tiffany Saade and Victoria HsiehUser Privacy and Large Language Models: An Analysis of Frontier Labs’ Privacy Policies
594Mayesha Tasnim, Paul Verhagen, Tobias Blanke, Erman Acar and Sennay GhebreabModeling Strategic Risk in School Choice: A Case for Transparent Design
596Marianna Ganapini, Francesca Rossi, Brian Gohering, Nich Berente and Marialen BevilacquaMaking Sense of AI Ethics and Governance Investments
602Chiman Salavati, Shannon Song, Scott A. Hale, Roberto E. Montenegro, Shiri Dori-Hacohen and Fabricio MuraiAI-Powered Detection of Inappropriate Language in Medical School Curricula
606Edward Raff, Michel Benaroch and Andrew FarrisYou Don’t Need Robust Machine Learning to Manage Adversarial Attack Risks
609Yulu Pi, Cagatay Turkay and Daniel Bogiatzis-GibbonsInteractive AI and Human Behavior: Challenges and Pathways for AI Governance
613Gaurab Pokharel, Shafkat Farabi, Patrick J. Fowler and Sanmay DasStreet-Level AI: Are Large Language Models Ready for Real-World Judgments?
627Jennifer Wang, Kayla Huang, Kevin Klyman and Rishi BommasaniDo AI Companies Make Good on Voluntary Commitments to the White House?
649Pak-Hang Wong and Gernot RiederAfter Harm: A Plea for Moral Repair after Algorithms Have Failed
652Colleen Chien, Anna Zink and Irene ChenBridging Research Gaps Between Academic Research and Legal Investigations of Algorithmic Discrimination
660Bryce Anderson, Riley Galpin and Tom S JuzekModel Misalignment and Language Change: Traces of AI-Associated Language in Unscripted Spoken English
664Zhongteng Cai, Mohammad Mahdi Khalili and Xueru ZhangDemographic-Agnostic Fairness without Harm
667David Egea, Barproda Halder and Sanghamitra DuttaVISION: Robust and Interpretable Code Vulnerability Detection Leveraging Counterfactual Augmentation
673Nicolás Palomo HernándezTowards automating deliberation? The idea of deliberative democracy embedded in Google’s Habermas Machine.
682Farah Atif, Nursultan Askarbekuly, Kareem Darwish and Monojit ChoudhurySacred or Synthetic? Evaluating LLM Reliability and Abstention for Religious Questions
686Ebtesam Al Haque, Gabriella Thompson, Angela D. R. Smith and Brittany JohnsonAn Investigation into Black and Brown Communities’ Engagement with Data & Technology
695Iqra Aslam, Donal Khosrowi and Rahul NagshiRethinking Machine Unlearning through Ethics and Epistemology
699Nicole Smith-Vaniz, Harper Lyon, Lorraine Steigner, Ben Armstrong and Nicholas MatteiInvestigating Political and Demographic Associations in Large Language Models Through Moral Foundations Theory
717Aspen Hopkins, Sarah Cen, Isabella Struckman, Andrew Ilyas, Luis Videgaray and Aleksander MadryAI Supply Chains: An Emerging Ecosystem of AI Actors, Products, and Services
734Sijia Xiao, Haodi Zou, Alice Qian Zhang, Deepak Kumar, Hong Shen, Jason Hong and Motahhare EslamiWhat Comes After Harm? Mapping Reparative Actions in AI through Justice Frameworks
735Sara Altamirano, Arjan Vreeken and Sennay GhebreabMachine Learning and Public Health: Identifying and Mitigating Algorithmic Bias through a Systematic Review
750Sónia Teixeira, Atia Cortés, Dilhan Thilakarathne, Gianmarco Gori, Marco Minici, Monowar Bhuyan, Nina Khairova, Tosin Adewumi, Devvjiit Bhuyan, Jack O’Keefe, Carmela Comito, João Gama and Virginia DignumA Multidimensional Approach to Ethical AI Auditing

Poster Session #3 – Student Papers

34Paolo BovaOn Forecasting Lags in AI Risk Evaluation
61Salima JaouaFairness in Social Media Platforms: Modeling Behavior and Designing Interventions
64Prakhar GaneshFrom Model Multiplicity to Prompt Multiplicity: Emerging Arbitrariness Concerns in the Age of Generative AI
13Oludolapo MakindeLeveraging AI and ESG to Combat Corporate Corruption: An Integrated Framework
46Gaurab PokharelBeyond Automation: Understanding Fairness, Ethics, and Human Discretion in AI-driven Societal Decisions
71Abiola AzeezRegulatory Policies on Ethics Evaluations for Large-Scale AI Systems
60Neha GuptaAn Economic Lens on Ethics Evaluations and Regulation for Large-Scale
Artificial Intelligence Systems
35Jingyu HuExtended Abstract: Building Preference Aware Trustworthy AI Through Fairness and Interpretability
36Eura NofshinHuman Models for Planning Behavioral Interventions with Reinforcement Learning
41Jeffrey KeithleyThe Design and Analysis of Algorithmic Vaccine Allocation Frameworks
39Suvradip MaitraVoice AI and Hermeneutical Injustice at the Border

Poster Session #4

80Ben GanskyThe Politics of AI Systems are Inextricable from Their Supply Chains: Public Values Versus the Digital Political Economy
212Farhana Shahid, Mona Elswah and Aditya VashisthaThink Outside the Data: Colonial Biases and Systemic Issues in Automated Moderation Pipelines for Low-Resource Languages
461Miriam Fahimi, Laura State and Atoosa KasirzadehFrom explaining to diagnosing: a justice-oriented framework of explainable AI for bias detection
736Sergio Cobos and Javier Luis Canovas IzquierdoEthical Classification of Non-Coding Contributions in Open-Source Projects via Large Language Models
738Norman BukingoltsMimetic AI Systems: Understanding and Regulating the Use of Generative Models for Impersonation
747Linus W. Dietz, Arif Wider and Simon HarrerAutomating Data Governance with Generative AI
755Pooja S. B. Rao, Sanja Šćepanović, Dinesh Babu Jayagopi, Mauro Cherubini and Daniele QuerciaWho Envisions Real AI Risks? A Comparison of Risks Envisioned by AI Developers and Researchers with Harms Recorded in the News
756Ana Gagua, Haiko van der Voort, Nihit Goyal and Alexander VerbraeckResponsible AI Governance in the Public Sector: Explaining Contextual Dynamics through a Realist Synthesis Review
760Nick Oh, Giorgos Vrakas, Siân Brooke, Sasha Morineire and Toju Dukep-ETLp: A Privacy-by-Design Data Pipeline Framework for Responsible Social Media Data Practices
762Rose E. Guingrich and Michael S. A. GrazianoA Longitudinal Randomized Control Study of Companion Chatbot Use: Anthropomorphism and Its Mediating Role on Social Impacts
763Alejandro Peña Almansa, Julian Fierrez Aguilar, Aythami Morales Moreno, Gonzalo Mancera, Miguel Lopez-Duran and Ruben TolosanaAddressing Bias in LLMs: Strategies and Application to Fair AI-based Recruitment
764Joanna Wiaterek and Jared PerloAI Safety and Security Enable Innovation in Emerging Economies
767Mahdi Dhaini, Tobias Müller, Roksoliana Rabets and Gjergji KasneciAdoption of Explainable Natural Language Processing: Perspectives from Industry and Academia on Practices and Challenges
768Dawood Wasif, Dian Chen, Sindhuja Madabushi, Nithin Alluru, Terrence Moore and Jin-Hee ChoEmpirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI
769Mahdi Dhaini, Stephen Meisenbacher, Ege Erdogan, Florian Matthes and Gjergji KasneciWhen Explainability Meets Privacy: An Investigation at the Intersection of Post-hoc Explainability and Differential Privacy in the Context of Natural Language Processing
775Sophie Morosoli, Emma van der Goot, Valeria Resendez, Claes de Vreese and Natali HelbergerThe Transparency Dilemma: An Experiment on How AI Disclosures Affect Cred-ibility Perceptions and Engagement Across Topics
777Gandalf Nicolas and Aylin CaliskanWhat Are Chatbots’ Stereotypes About? A Data-Driven Analysis of Large Language Models’ Content Associations with Social Categories
787Bhargavi Ganesh, Daniel Schiff and Stuart AndersonThe ‘Wild West’ of Medicine: Exploring the emergence of ‘grassroots’ AI governance in radiology
795Goda Klumbytė and Claude DraudeMatters of Explanation: Rethinking Explainability with Tangible, Embodied, Material Interactions
796Bhavneet SinghEpistemic Destabilization: AI-Driven Knowledge Generation and the Collapse of Validation Systems
798Tamara Paris, Jin L.C. Guo and Ajung Moon“One of Silicon Valley’s Most Divisive Topics”: How the Media Discusses Openness in AI
799Shalaleh Rismani, Renee Shelby, Leah Davis, Negar Rostamzadeh and Ajung MoonMeasuring What Matters: Connecting AI Ethics Evaluations to System Attributes, Hazards, and Harms
800Sanika Moharana, Cynthia Bennett, Erin Buehler, Michael Madaio, Vinita Tibdewal and Shaun Kane“Accessibility people, you go work on that thing of yours over there”: Addressing Disability Inclusion in AI Product Organizations
805Kyra Wilson, Sourojit Ghosh and Aylin CaliskanBias Amplification in Stable Diffusion’s Representation of Stigma Through Skin Tones and Their Homogeneity
809Jan Batzner, Volker Stocker, Bingjun Tang, Anusha Natarajan, Qinhao Chen, Stefan Schmid and Gjergji KasneciWhose Personae? Synthetic Persona Experiments in LLM Research and Pathways to Transparency
813Rashid Mushkani, Hugo Berard, Toumadher Ammar, Cassandre Chatonnier and Shin KosekiCo‑producing AI: Toward an Augmented, Participatory Lifecycle
815Santhosh G S, Akshay Govind S, Gokul S Krishnan, Balaraman Ravindran and Sriraam NatarajanIndiCASA: A Dataset and Bias Evaluation Framework for LLMs Using Contrastive Embedding Similarity in the Indian Context
817Joe Germino, Yuying Zhao, Tyler Derr, Nuno Moniz and Nitesh V. ChawlaExplanation Difference: Bridging Procedural and Distributional Fairness
823Hamza Belgroun, Franck Michel and Fabien GandonNo Such Thing as Free Brain Time: For a Pigouvian Tax on Attention Capture
828Jeffrey Keithley, Madeline Bonner and Sriram V. PemmarajuModels and Algorithms for Balancing Efficiency and Equity in Vaccine Allocation
834An Thi Nguyen, Radina Stoykova and Eric ArazoEmergent AI Surveillance: Overlearned Person Re-Identification and Its Mitigation in Law Enforcement Context
844Princessa Cintaqia, Arshia Arya, Elissa M. Redmiles, Deepak Kumar, Allison McDonald and Lucy QinAbuse in the Name of “Safety”: Stop the Non-consensual Use of Intimate Images in Research
863Chengyuan Yao, Yunxuan Tang, Christopher Brooks, Rene Kizilcec and Renzhe YuWhen the Past Misleads: Rethinking Training Data Expansion Under Temporal Distribution Shifts
870Chee Hae Chung and Daniel SchiffAI and the Social Contract
876Yifan Zhang, Harini Suresh and Julia NetterDesigning Stakeholder-Based Pedagogy for AI Ethics Education: Insights from a Multi-Institutional Case Study
879Minsol Kim, Wendy Wang, Rosalind Picard, Nathan Barczi, Jennifer Long and Pattie MaesDesigning for Reflective Agency: Ethical and Empirical Frameworks in AI Journaling
882Evan Shieh, Faye Marie Vassel, Cassidy Sugimoto and Thema Monroe-WhiteLaissez-Faire Harms: Algorithmic Biases in Generative Language Models
884Sarah Tran, Hongfan Lu, Isaac Slaughter, Bernease Herman, Aayushi Dangol, Yue Fu, Lufei Chen, Biniyam Gebreyohannes, Bill Howe, Alexis Hiniker, Nicholas Weber and Robert WolfeUnderstanding Privacy Norms Around LLM-Based Chatbots: A Contextual Integrity Perspective
886Jiayu Zheng, Lingxin Hao, Kelun Lu, Ashi Garg, Mike Reese, Melo-Jean Yap, I-Jeng Wang, Xingyun Wu, Wenrui Huang, Jenna Hoffman, Ariane Kelly, My Le, Ryan Zhang, Yanyu Lin, Muhammad Faayez and Anqi LiuDo students rely on AI? Analysis of student-ChatGPT conversations from a field study
887Tanusree Sharma, Yihao Zhou and Visar BerishaPRAC3 (Privacy, Reputation, Accountability, Consent, Credit, Compensation): Voice Actors in AI Data-economy
896Frederick Awuah-Gyasi and Trilce EstradaAI-OCI: A Novel Framework for Assessing AI’s Workforce Impact Using LLMs
898Greta Timaite and Michael CastelleAgents without Agency: Anthropological and Sociological Lessons for Contemporary AI Research and Policy
900Robert Wolfe, Aayushi Dangol, Jaewon Kim and Alexis HinikerToward Nonviolent Design: Co-Designing a Human-Centered Framework for AI-Mediated Communication
901Shreeyash Gowaikar, Hugo Berard, Rashid Mushkani and Shin KosekiFrom Efficiency to Equity: Measuring Fairness in Preference Learning
906Mahasweta Chakraborti, Bert Prestoza, Nicholas Vincent, Vladimir Filkov and Seth FreyResponsible AI in the OSS: Reconciling Innovation with Risk Assessment and Disclosure
909Pooja S. B. Rao, Laxminarayen Nagarajan Venkatesan, Mauro Cherubini and Dinesh Babu JayagopiInvisible Filters: Cultural Bias in Hiring Evaluations Using Large Language Models
924Mona Sloane, Abigail Jacobs and Emanuel MossMaking Bodies: Assumptions in the Design and Validation of Motion Capture Technology

Poster Session #4 – Student Papers

10Robin YoungOn the Computational, Informational, and Physical Foundations for AI Safety
26Felix Marti-PerezPredictability in Autonomous Driving Systems
76Cristopher RauchPrecedent-Based Professional Role Ethics for AI Decision Analysis
45Khadija ZannaSafe and Explainable Machine Learning for High-Impact Decisions
51Kshitij KayasthaAlgorithmic Recourse
30Chi Ha TranBridging Liability Gaps in the Age of AI: The Case for No-Fault Compensation Schemes
33Öznur UguzTo Regulate Or To Be Regulated? – How to Protect the ‘Freedom of Mind’ Against Emotional AI Surveillance
65Ana GaguaImprovising Accountability: The Everyday Governance Work of Responsible AI in the Public Sector
66Samah KareemFATE-Compliant ML Architecture with Blockchain-Verifiable Auditing: A Governance Framework for Ethical Compliance in FinTech
17Yao Xie and Walter CullenAI Contextual Framework: A Zoning Approach to Ethical AI Deployment