Hoda Heidari

schoolCarnegie Mellon Universitybar_chart#1861 Global Rank

Total Papers

HCI Rank

#1861

Research Areas

Years Active

Recent Publications

Navigating Uncertainties: How GenAI Developers Document Their Models on Open-Source Platforms

Model documentation plays a crucial role in promoting responsible AI (RAI) development. The paradigm shift from traditional machine learning models to Generative AI (GenAI) models has reshaped the conditions under which documentation is produced, particularly on open-source platforms where models are hosted and share…

CHI '254th AuthorHonorable MentionHuman-LLM Collaboration +2

Simulacrum of stories: Examining Large Language Models as Qualitative Research Participants

The recent excitement around generative models has sparked a wave of proposals suggesting the replacement of human participation and labor in research and development–e.g., through surveys, experiments, and interviews—with synthetic research data generated by large language models (LLMs). We conducted interviews with…

CHI '255th+ AuthorExplainable AI (XAI) +2

Can AI Model the Complexities of Human Moral Decision-making? A Qualitative Study of Kidney Allocation Decisions

A growing body of work in Ethical AI attempts to capture human moral judgments through simple computational models. The key question we address in this work is whether such simple AI models capture the critical nuances of moral decision-making by focusing on the use case of kidney allocation. We conducted twenty inter…

CSCW '243rd AuthorSession 2e: Data, Power, and Justice

Studying Up Public Sector AI: How Networks of Power Relations Shape Agency Decisions Around AI Design and Use

As public sector agencies rapidly introduce new AI tools in high-stakes domains like social services, it becomes critical to understand how decisions to adopt these tools are made in practice. We borrow from the anthropological practice to ``study up'' those in positions of power, and reorient our study of public sect…

CHI '244th AuthorAI Ethics, Fairness & Accountability +2

The Situate AI Guidebook: Co-Designing a Toolkit to Support Multi-Stakeholder, Early-stage Deliberations Around Public Sector AI Proposals

Public sector agencies are rapidly deploying AI systems to augment or automate critical decisions in real-world contexts like child welfare, criminal justice, and public health. A growing body of work documents how these AI systems often fail to improve services in practice. These failures can often be traced to dec…

CSCW '20CorrespondingSocial Support, Donation, and Money

On the Desiderata for Online Altruism: Nudging for Equitable Donations

Online donation platforms help equalize access to opportunity and funding in cases where inequalities exist. In the context of public school education in the USA, for instance, financial inequalities have been shown to perpetuate in the educational system, where schools are primarily funded through local property taxe…

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